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Susan Athey

Citations

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RePEc Biblio mentions

As found on the RePEc Biblio, the curated bibliography of Economics:
  1. Athey, Susan & Imbens, Guido W., 2015. "Machine Learning for Estimating Heterogeneous Causal Effects," Research Papers 3350, Stanford University, Graduate School of Business.

    Mentioned in:

    1. > Econometrics > Big Data

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Susan Athey & Dominic Coey & Jonathan Levin, 2013. "Set-Asides and Subsidies in Auctions," American Economic Journal: Microeconomics, American Economic Association, vol. 5(1), pages 1-27, February.

    Mentioned in:

    1. Set-Asides and Subsidies in Auctions (AEJ:MI 2013) in ReplicationWiki ()
  2. Susan Athey & Lawrence F. Katz & Alan B. Krueger & Steven Levitt & James Poterba, 2007. "What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes," American Economic Review, American Economic Association, vol. 97(2), pages 512-520, May.

    Mentioned in:

    1. What Does Performance in Graduate School Predict? (AER 2007) in ReplicationWiki ()

Working papers

  1. Susan Athey & Guido Imbens & Zhaonan Qu & Davide Viviano, 2025. "Triply Robust Panel Estimators," Papers 2508.21536, arXiv.org, revised Feb 2026.

    Cited by:

    1. Alexander Almeida & Susan Athey & Guido Imbens & Eva Lestant & Alexia Olaizola, 2025. "Estimating Variances for Causal Panel Data Estimators," Papers 2510.11841, arXiv.org, revised Nov 2025.

  2. Susan Athey & Raj Chetty & Guido Imbens, 2025. "The Experimental Selection Correction Estimator: Using Experiments to Remove Biases in Observational Estimates," NBER Working Papers 33817, National Bureau of Economic Research, Inc.

    Cited by:

    1. Aristotelis Epanomeritakis & Davide Viviano, 2025. "Learning What to Learn: Experimental Design when Combining Experimental with Observational Evidence," Papers 2510.23434, arXiv.org, revised Dec 2025.
    2. Xiaohong Chen & Haitian Xie, 2025. "Local Overidentification and Efficiency Gains in Modern Causal Inference and Data Combination," Papers 2510.16683, arXiv.org.
    3. Xiaohong Chen & Haitian Xie, 2025. "Local Overidentification and Efficiency Gains in Modern Causal Inference and Data Combination," Cowles Foundation Discussion Papers 2467, Cowles Foundation for Research in Economics, Yale University.

  3. Susan Athey & Guido Imbens, 2025. "Identification of Average Treatment Effects in Nonparametric Panel Models," Papers 2503.19873, arXiv.org.

    Cited by:

    1. Guanhao Zhou & Yuefeng Han & Xiufan Yu, 2025. "Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models," Papers 2505.20536, arXiv.org.

  4. Keyon Vafa & Susan Athey & David M. Blei, 2024. "Estimating Wage Disparities Using Foundation Models," Papers 2409.09894, arXiv.org, revised Apr 2025.

    Cited by:

    1. Alberto Cabezas & Carlotta Montorsi, 2025. "Life Sequence Transformer: Generative Modelling of Socio-Economic Trajectories from Administrative Data," Papers 2506.01874, arXiv.org, revised Jan 2026.
    2. Joshua Foster & Fredrik Odegaard, 2025. "Decoding Consumer Preferences Using Attention-Based Language Models," Papers 2507.17564, arXiv.org.

  5. Susan Athey & Herman Brunborg & Tianyu Du & Ayush Kanodia & Keyon Vafa, 2024. "LABOR-LLM: Language-Based Occupational Representations with Large Language Models," Papers 2406.17972, arXiv.org, revised Jan 2026.

    Cited by:

    1. Nutarelli, Federico & Edet, Samuel & Gnecco, Giorgio & Riccaboni, Massimo, 2025. "Predicting the technological complexity of global cities based on unsupervised and supervised machine learning methods," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    2. Mealy, Penelope Ann & Bucker, Joris Joseph Johannes Hendrik & Moura, Fernanda Senra de & Knudsen, Camilla, 2025. "Beyond Green Jobs : Advancing Metrics and Modeling Approaches for a Changing Labor Market," Policy Research Working Paper Series 11262, The World Bank.
    3. Lukas B. Freund & Lukas F. Mann, 2025. "Job Transformation, Specialization, and the Labor Market Effects of AI," CESifo Working Paper Series 12072, CESifo.

  6. Susan Athey & Lisa K. Simon & Oskar N. Skans & Johan Vikstrom & Yaroslav Yakymovych, 2023. "The Heterogeneous Earnings Impact of Job Loss Across Workers, Establishments, and Markets," Papers 2307.06684, arXiv.org, revised Feb 2024.

    Cited by:

    1. Jakob Beuschlein & Jósef Sigurdsson & Horng Chern Wong, 2025. "The Labor Market Consequences of Acquisitions," CESifo Working Paper Series 12162, CESifo.
    2. Hanushek, Eric A. & Janssen, Simon & Light, Jacob D. & Simon, Lisa, 2025. "Adjusters and Casualties: The Anatomy of Labor Market Displacement," IZA Discussion Papers 17889, Institute of Labor Economics (IZA).
    3. Balgova, Maria & Illing, Hannah, 2024. "The Labor Market Costs of Job Displacement by Migrant Status," IZA Discussion Papers 17496, Institute of Labor Economics (IZA).
    4. Chen, Ying & Mao, Jiaming & Wang, Yue, 2025. "The revenue and welfare implications of digital coupon stimulus programs," China Economic Review, Elsevier, vol. 91(C).
    5. Muffert, Johanna & Winkler, Erwin, 2025. "Using Machine Learning to Understand the Heterogeneous Earnings Effects of Exports," IZA Discussion Papers 17667, Institute of Labor Economics (IZA).
    6. Ali, Nadia & De Giorgi, Giacomo & Rahman, Aminur & Verhoogen, Eric, 2025. "What Do Market-Access Subsidies Do? Experimental Evidence from Tunisia," IZA Discussion Papers 18184, Institute of Labor Economics (IZA).
    7. Susan Athey & Herman Brunborg & Tianyu Du & Ayush Kanodia & Keyon Vafa, 2024. "LABOR-LLM: Language-Based Occupational Representations with Large Language Models," Papers 2406.17972, arXiv.org, revised Jan 2026.
    8. Maria Balgova & Hannah Illing, 2024. "The labour market costs of job displacement by migrant status," Bank of England working papers 1099, Bank of England.
    9. Cloé Garnache & Elisabeth Isaksen & Maria Nareklishvili, 2025. "Labor Market Impacts of the Green Transition: Evidence from a Contraction in the Oil Industry," CESifo Working Paper Series 12057, CESifo.
    10. Marco Letta & Pierluigi Montalbano & Adriana Paolantonio, 2024. "Climate Immobility Traps: A Household-Level Test," Papers 2403.09470, arXiv.org.
    11. Eskelinen, Niko & Jernström, Laura & Salokangas, Henri, 2025. "Parental Job Loss and Children’s Socioeconomic Disadvantage," SocArXiv bs3fd_v1, Center for Open Science.
    12. Francesconi, Marco & Sonedda, Daniela, 2024. "Does Weaker Employment Protection Lower the Cost of Job Loss?," IZA Discussion Papers 17374, Institute of Labor Economics (IZA).

  7. Offer-Westort, Molly & Rosenzweig, Leah R. & Athey, Susan, 2023. "Battling the Coronavirus 'Infodemic' among Social Media Users in Africa," Research Papers 4072, Stanford University, Graduate School of Business.

    Cited by:

    1. Ethan Porter & R Bailey Scott & Thomas J Wood & Raushan Zhandayeva, 2024. "Correcting misinformation about the Russia-Ukraine War reduces false beliefs but does not change views about the War," PLOS ONE, Public Library of Science, vol. 19(9), pages 1-13, September.

  8. Damian Clarke & Daniel Paila~nir & Susan Athey & Guido Imbens, 2023. "Synthetic Difference In Differences Estimation," Papers 2301.11859, arXiv.org, revised Feb 2023.

    Cited by:

    1. Adolfsen, Jakob Feveile & Heissel, Malte & Manu, Ana-Simona & Vinci, Francesca, 2024. "Burn now or never? Climate change exposure and investment of fossil fuel firms," Working Paper Series 2945, European Central Bank.
    2. Almulhem, Norah, 2025. "Impact of E-cigarette Taxation on Retail Prices and Sales Volume," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360928, Agricultural and Applied Economics Association.
    3. Colin P. Green & Ole Henning Nyhus & Kari Vea Salvanes, 2025. "Does testing young children influence educational attainment and wellbeing?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-21, March.
    4. Rutar, Tibor & Rutar, Minea, 2025. "Liberalizing reforms do not cause suicide: Causal estimation using matching, 1980–2019," Journal of Comparative Economics, Elsevier, vol. 53(1), pages 272-289.
    5. Hobbs, Duncan & Strain, Michael R., 2024. "Do Reemployment Bonuses Increase Employment? Evidence from the Idaho Return to Work Bonus Program," IZA Discussion Papers 16924, Institute of Labor Economics (IZA).
    6. Sun, Meng & Zhao, Naibao & Zheng, Emily Yiying, 2024. "The devil in the air: Air pollution and dementia," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    7. Di Matteo, Dante & Guadagno, Eleonora, 2025. "Blue gentrification: Sustainably effective, socially regressive, or both? Impacts of coastal housing policies in Sardinia," Land Use Policy, Elsevier, vol. 157(C).
    8. Huang, Chen & Li, Cong & Liu, Feng & Wei, Sijie & Xu, Ruofei, 2025. "COVID-19 and health inequality: Evidence from risky behaviors," Journal of Comparative Economics, Elsevier, vol. 53(3), pages 856-881.
    9. Antti Kauhanen, 2024. "The effects of the decentralization of collective bargaining on wages and wage dispersion: Evidence from the Finnish forest and IT industries," British Journal of Industrial Relations, London School of Economics, vol. 62(2), pages 319-334, June.
    10. Miteva, Daniela A. & Ellis, Edward A. & Ellis, Peter W. & Sills, Erin O. & Griscom, Bronson W. & Rodriguez-Ward, Dawn & Naples, Colette & Uematsu, Claire, 2025. "Community sawmills can save forests: Forest regrowth and avoided deforestation due to vertical integration of wood production in Mexican community forests," Ecological Economics, Elsevier, vol. 236(C).
    11. Roberto Esposti, 2025. "Do rural development policy measures really affect farmers' behaviour and performance? A synthetic difference in differences estimation," Working Papers 494, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    12. Spencer, Noah, 2024. "Comprehensive early literacy policy and the “Mississippi Miracle”," Economics of Education Review, Elsevier, vol. 103(C).
    13. Fleuriet, Vincent & Vertier, Paul, 2024. "Does the G20 compact with Africa foster economic growth: Evidence from synthetic differences," Economics Letters, Elsevier, vol. 236(C).
    14. Kishore, Prabhat & Roy, Devesh & Birthal, Pratap S. & Srivastava, Shivendra Kumar, 2024. "Regulation and Policy Response to Groundwater Preservation in India," Policy Papers 345044, ICAR National Institute of Agricultural Economics and Policy Research (NIAP).
    15. Kauhanen, Antti & Rouvinen, Petri, 2024. "Assessing Early Labor Market Effects of Generative AI - Evidence from Population Data," ETLA Working Papers 121, The Research Institute of the Finnish Economy.
    16. Anders Anell & Margareta Dackehag & Jens Dietrichson & Lina Maria Ellegård & Gustav Kjellsson, 2025. "Better off by risk adjustment? Socioeconomic disparities in care utilization in Sweden following a payment reform," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 44(3), pages 836-868, June.
    17. Ege Aksu & Charles J. Courtemanche & Dhaval M. Dave & Daniel L. Dench & Michael Grossman & Jooyoung Kim & Selen Ozdogan & Shubhsri Rajendra & Joseph J. Sabia & Henry Saffer, 2025. "The Effect of Online Sales Bans on E-Cigarette Use," NBER Working Papers 34565, National Bureau of Economic Research, Inc.
    18. Ajab Khan & Ali Sina Önder & Sercan Özcan, 2023. "Does Performance-based Public Funding Pay off? UK’s Research Excellence Framework (REF) and Research Productivity," Working Papers in Economics & Finance 2023-08, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
    19. Nam T. Vu & Kiet Tuan Duong & Luu Duc Toan Huynh, 2025. "Tax Incentives under Sanctions: Evidence from Russian Tax Authorities," Working Papers 121, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
    20. Tello, Witson Peña, 2025. "Policy interactions and electricity generation sector CO2 emissions: A quasi-experimental analysis," Energy Policy, Elsevier, vol. 198(C).
    21. Scavette, Adam, 2023. "The economic impact of a casino monopoly: Evidence from Atlantic City," Regional Science and Urban Economics, Elsevier, vol. 103(C).
    22. Ryan, Michael & Tanaka, Ayumu, 2023. "Affiliate Ownership Structure Responses to FDI Liberalization Policies," SocArXiv cdajf, Center for Open Science.
    23. Dench, Daniel & Pineda-Torres, Mayra & Myers, Caitlin, 2024. "The effects of post-Dobbs abortion bans on fertility," Journal of Public Economics, Elsevier, vol. 234(C).
    24. Gamino, Aaron M., 2025. "The impact of an SCHIP freeze on children and parent's health insurance coverage," Journal of Economic Behavior & Organization, Elsevier, vol. 229(C).
    25. Inukai, Shinya, 2025. "How do local governments and housing markets respond to demographic information shocks? Evidence from Japan’s Extinction Risk List," European Journal of Political Economy, Elsevier, vol. 87(C).
    26. Annadurai, Gopinath & Sahoo, Soham, 2025. "Improving First-Generation College Students’ Education and Employment Outcomes: Effects of a Targeted Scholarship Program," IZA Discussion Papers 17879, Institute of Labor Economics (IZA).
    27. Kauhanen, Antti, 2024. "The Effects of the Decentralization of Collective Bargaining on Wage Differences Among Employee Groups," ETLA Working Papers 118, The Research Institute of the Finnish Economy.
    28. Saggu, Aman & Ante, Lennart, 2023. "The influence of ChatGPT on artificial intelligence related crypto assets: Evidence from a synthetic control analysis," Finance Research Letters, Elsevier, vol. 55(PB).
    29. Gaurab Aryal & Anirban Chattopadhyaya & Federico Ciliberto, 2025. "Bridging Quasi-Experimental and Structural Approaches for Robust Evaluation of US Airline Mergers," Papers 2503.15785, arXiv.org, revised Oct 2025.
    30. Cerqua, Augusto & Ferrante, Chiara & Letta, Marco, 2023. "Electoral earthquake: Local shocks and authoritarian voting," European Economic Review, Elsevier, vol. 156(C).
    31. Calvert Jump, Robert & Scavette, Adam, 2024. "JUE Insight: The labor market effects of place-based policies: Evidence from England’s Neighbourhood Renewal Fund," Journal of Urban Economics, Elsevier, vol. 144(C).
    32. Santoni, Edoardo & Patriarca, Fabrizio & Scarlato, Margherita, 2024. "The effects of hiring credits on firm dynamics: a synthetic difference-in-differences evaluation," GLO Discussion Paper Series 1546, Global Labor Organization (GLO).

  9. Tianyu Du & Ayush Kanodia & Susan Athey, 2023. "Torch-Choice: A PyTorch Package for Large-Scale Choice Modeling with Python," Papers 2304.01906, arXiv.org, revised Jun 2025.

    Cited by:

    1. Guhl, Daniel, 2024. "Tracking time-varying brand equity using household panel data," Journal of Business Research, Elsevier, vol. 182(C).

  10. Susan Athey & Niall Keleher & Jann Spiess, 2023. "Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal," Papers 2310.08672, arXiv.org, revised May 2024.

    Cited by:

    1. Axel Eizmendi Larrinaga & Germ'an Reyes, 2025. "Cash and Cognition: The Impact of Transfer Timing on Standardized Test Performance and Human Capital," Papers 2507.21393, arXiv.org.
    2. Bruno Fava, 2025. "Training and Testing with Multiple Splits: A Central Limit Theorem for Split-Sample Estimators," Papers 2511.04957, arXiv.org, revised Nov 2025.
    3. Kirill Ponomarev & Vira Semenova, 2024. "On the Lower Confidence Band for the Optimal Welfare in Policy Learning," Papers 2410.07443, arXiv.org, revised Sep 2025.
    4. Chowdhury, Shyamal & Hasan, Syed & Sharma, Uttam, 2024. "The Role of Trainee Selection in the Effectiveness of Vocational Training: Evidence from a Randomized Controlled Trial in Nepal," IZA Discussion Papers 16705, Institute of Labor Economics (IZA).
    5. Bruno Fava, 2024. "Predicting the Distribution of Treatment Effects via Covariate-Adjustment, with an Application to Microcredit," Papers 2407.14635, arXiv.org, revised Jul 2025.
    6. Susan Athey & Emil Palikot, 2024. "The Value of Non-Traditional Credentials in the Labor Market," Papers 2405.00247, arXiv.org, revised Nov 2025.

  11. Susan Athey & Juan Camilo Castillo & Esha Chaudhuri & Michael Kremer & Alexandre Simoes Gomes & Christopher Snyder, 2022. "Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues," NBER Working Papers 30192, National Bureau of Economic Research, Inc.

    Cited by:

    1. Snyder, Christopher M. & Hoyt, Kendall & Gouglas, Dimitrios, 2023. "An optimal mechanism to fund the development of vaccines against emerging epidemics," Journal of Health Economics, Elsevier, vol. 91(C).
    2. Isabel Helmrath & Matthias Hunold & Johannes Muthers, 2022. "Joint procurement by heterogeneous buyers," Economics working papers 2022-14, Department of Economics, Johannes Kepler University Linz, Austria.
    3. Witold Więcek, 2022. "Clinical trials for accelerating pandemic vaccines," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 797-817.
    4. Christoph Carnehl & Marco Ottaviani & Justus Preusser, 2024. "Designing Scientific Grants," Papers 2410.12356, arXiv.org.
    5. Scott Duke Kominers & Alex Tabarrok, 2022. "Vaccines and the Covid-19 pandemic: lessons from failure and success," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 719-741.
    6. Rachel Glennerster & Christopher M. Snyder & Brandon Joel Tan, 2023. "Calculating the Costs and Benefits of Advance Preparations for Future Pandemics," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(3), pages 611-648, September.
    7. Rachel Glennerster & Thomas Kelly & Claire T. McMahon & Christopher M. Snyder, 2024. "Quantifying the social value of a universal COVID-19 vaccine and incentivizing its development," Review of Economic Design, Springer;Society for Economic Design, vol. 28(4), pages 723-761, December.

  12. Susan Athey & Emil Palikot, 2022. "Effective and Scalable Programs to Facilitate Labor Market Transitions for Women in Technology," Papers 2211.09968, arXiv.org, revised Jan 2026.

    Cited by:

    1. Cordier, J.; & Salvi, I.; & Steinbeck, V.; & Geissler, A.; & Vogel, J.;, 2023. "Is rapid recovery always the best recovery? - Developing a machine learning approach for optimal assignment rules under capacity constraints for knee replacement patients," Health, Econometrics and Data Group (HEDG) Working Papers 23/08, HEDG, c/o Department of Economics, University of York.
    2. Frank Germann & Stephen J. Anderson & Pradeep K. Chintagunta & Naufel Vilcassim, 2024. "Frontiers: Breaking the Glass Ceiling: Empowering Female Entrepreneurs Through Female Mentors," Marketing Science, INFORMS, vol. 43(2), pages 244-253, March.
    3. Susan Athey & Emil Palikot, 2024. "The Value of Non-Traditional Credentials in the Labor Market," Papers 2405.00247, arXiv.org, revised Nov 2025.

  13. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2022. "The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs," Papers 2206.10214, arXiv.org.

    Cited by:

    1. Barrero, José María & Bloom, Nicholas & Davis, Steven J., 2022. "Long Social Distancing," IZA Discussion Papers 15644, Institute of Labor Economics (IZA).
    2. He, Daixin & Lu, Fangwen & Yang, Jianan, 2023. "Impact of self- or social-regarding health messages: Experimental evidence based on antibiotics purchases," Journal of Development Economics, Elsevier, vol. 163(C).
    3. Matilde Giaccherini & Joanna Kopinska & Gabriele Rovigatti, 2022. "Vax Populi: The Social Costs of Online Vaccine Skepticism," CESifo Working Paper Series 10184, CESifo.

  14. Athey, Susan & Karlan, Dean & Palikot, Emil & Yuan, Yuan, 2022. "Smiles in Profiles: Improving Fairness and Efficiency Using Estimates of User Preferences in Online Marketplaces," Research Papers 4071, Stanford University, Graduate School of Business.

    Cited by:

    1. Teng Ye & Jingnan Zheng & Junhui Jin & Jingyi Qiu & Wei Ai & Qiaozhu Mei, 2024. "Using Artificial Intelligence to Unlock Crowdfunding Success for Small Businesses," Papers 2407.09480, arXiv.org.
    2. Chen, Yutong, 2024. "Does the gig economy discriminate against women? Evidence from physicians in China," Journal of Development Economics, Elsevier, vol. 169(C).
    3. Mohammad Mosaffa & Omid Rafieian & Hema Yoganarasimhan, 2025. "Visual Polarization Measurement Using Counterfactual Image Generation," Papers 2503.10738, arXiv.org.
    4. Greenwald, Daniel L. & Howell, Sabrina T. & Li, Cangyuan & Yimfor, Emmanuel, 2024. "Regulatory arbitrage or random errors? Implications of race prediction algorithms in fair lending analysis," Journal of Financial Economics, Elsevier, vol. 157(C).
    5. Yan Asadchy & Andres Karjus & Ksenia Mukhina & Maximilian Schich, 2024. "Perceived gendered self-representation on Tinder using machine learning," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    6. Yuan, Yuan & Liu, Xiao & Zhang, Shunyuan & Srinivasan, Kannan, 2025. "Gender and racial price disparities in the NFT marketplace," International Journal of Research in Marketing, Elsevier, vol. 42(3), pages 644-667.
    7. Isamar Troncoso & Lan Luo, 2023. "Look the Part? The Role of Profile Pictures in Online Labor Markets," Marketing Science, INFORMS, vol. 42(6), pages 1080-1100, November.

  15. Susan Athey & Undral Byambadalai & Vitor Hadad & Sanath Kumar Krishnamurthy & Weiwen Leung & Joseph Jay Williams, 2022. "Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning," Papers 2211.12004, arXiv.org.

    Cited by:

    1. Toru Kitagawa & Jeff Rowley, 2024. "Bandit Algorithms for Policy Learning: Methods, Implementation, and Welfare-performance," Papers 2409.00379, arXiv.org.
    2. Toru Kitagawa & Jeff Rowley, 2024. "Bandit algorithms for policy learning: methods, implementation, and welfare-performance," The Japanese Economic Review, Springer, vol. 75(3), pages 407-447, July.

  16. Susan Athey & Kristen Grabarz & Michael Luca & Nils C. Wernerfelt, 2022. "Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to COVID Vaccines," NBER Working Papers 30273, National Bureau of Economic Research, Inc.

    Cited by:

    1. Burlando, Alfredo & Chintagunta, Pradeep & Goldberg, Jessica & Graboyes, Melissa & Hangoma, Peter & Karlan, Dean & Macis, Mario & Prina, Silvia, 2024. "Passing the message: Peer outreach about COVID-19 precautions in Zambia," Journal of Development Economics, Elsevier, vol. 171(C).
    2. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2022. "Long Social Distancing," Upjohn Working Papers 22-376, W.E. Upjohn Institute for Employment Research.
    3. Bei Yan & Feng Mai & Chaojiang Wu & Rui Chen & Xiaolin Li, 2024. "A Computational Framework for Understanding Firm Communication During Disasters," Information Systems Research, INFORMS, vol. 35(2), pages 590-608, June.
    4. Matilde Giaccherini & Joanna Kopinska & Gabriele Rovigatti, 2022. "Vax Populi: The Social Costs of Online Vaccine Skepticism," CESifo Working Paper Series 10184, CESifo.
    5. Diaz, Lina & Villarreal, Deborah Martinez & Marquez, Karina & Scartascini, Carlos, 2025. "Combating vaccine hesitancy: The case of HPV vaccination," Social Science & Medicine, Elsevier, vol. 381(C).

  17. Vafa, Keyon & Palikot, Emil & Du, Tianyu & Kanodia, Ayush & Athey, Susan & Blei, David M., 2022. "CAREER: Transfer Learning for Economic Prediction of Labor Sequence Data," Research Papers 4074, Stanford University, Graduate School of Business.

    Cited by:

    1. Elizaveta Sivak & Paulina Pankowska & Adriënne Mendrik & Tom Emery & Javier Garcia-Bernardo & Seyit Höcük & Kasia Karpinska & Angelica Maineri & Joris Mulder & Malvina Nissim & Gert Stulp, 2024. "Combining the strengths of Dutch survey and register data in a data challenge to predict fertility (PreFer)," Journal of Computational Social Science, Springer, vol. 7(2), pages 1403-1431, October.

  18. Keshav Agrawal & Susan Athey & Ayush Kanodia & Emil Palikot, 2022. "Personalized Recommendations in EdTech: Evidence from a Randomized Controlled Trial," Papers 2208.13940, arXiv.org, revised Dec 2022.

    Cited by:

    1. Yiting Chen & Tracy Xiao Liu & You Shan & Songfa Zhong, 2023. "The Emergence of Economic Rationality of GPT," Papers 2305.12763, arXiv.org, revised Nov 2023.
    2. Keshav Agrawal & Susan Athey & Ayush Kanodia & Emil Palikot, 2023. "Digital interventions and habit formation in educational technology," Papers 2310.10850, arXiv.org, revised Jan 2024.

  19. Keyon Vafa & Emil Palikot & Tianyu Du & Ayush Kanodia & Susan Athey & David M. Blei, 2022. "CAREER: A Foundation Model for Labor Sequence Data," Papers 2202.08370, arXiv.org, revised Feb 2024.

    Cited by:

    1. Alberto Cabezas & Carlotta Montorsi, 2025. "Life Sequence Transformer: Generative Modelling of Socio-Economic Trajectories from Administrative Data," Papers 2506.01874, arXiv.org, revised Jan 2026.
    2. Susan Athey & Herman Brunborg & Tianyu Du & Ayush Kanodia & Keyon Vafa, 2024. "LABOR-LLM: Language-Based Occupational Representations with Large Language Models," Papers 2406.17972, arXiv.org, revised Jan 2026.

  20. Krishnamurthy, Sanath Kumar & Hadad, Vitor & Athey, Susan, 2021. "Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles," Research Papers 3951, Stanford University, Graduate School of Business.

    Cited by:

    1. Aldo Gael Carranza & Susan Athey, 2023. "Federated Offline Policy Learning," Papers 2305.12407, arXiv.org, revised Oct 2024.
    2. Susan Athey & Undral Byambadalai & Vitor Hadad & Sanath Kumar Krishnamurthy & Weiwen Leung & Joseph Jay Williams, 2022. "Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning," Papers 2211.12004, arXiv.org.

  21. Athey, Susan & Bergstrom, Katy & Hadad, Vitor & Jamison, Julian C. & Ozler, Berk & Parisotto, Luca & Sama, Julius Dohbit, 2021. "Shared Decision-Making: Can Improved Counseling Increase Willingness to Pay for Modern Contraceptives?," Research Papers 3987, Stanford University, Graduate School of Business.

    Cited by:

    1. Nina Deliu, 2024. "Reinforcement learning for sequential decision making in population research," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(6), pages 5057-5080, December.
    2. Anukriti, S & Herrera-Almanza, Catalina & Karra, Mahesh, 2022. "Bring a Friend: Strengthening Women's Social Networks and Reproductive Autonomy in India," IZA Discussion Papers 15381, Institute of Labor Economics (IZA).
    3. Miller, Grant & de Paula, Áureo & Valente, Christine, 2025. "Subjective expectations and demand for contraception," Journal of Econometrics, Elsevier, vol. 249(PB).
    4. Berkes, Jan & Bouguen, Adrien & Filmer, Deon & Fukao, Tsuyoshi, 2024. "Improving preschool provision and encouraging-demand: Evidence from a large-scale construction program," Journal of Public Economics, Elsevier, vol. 230(C).

  22. Ruohan Zhan & Vitor Hadad & David A. Hirshberg & Susan Athey, 2021. "Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits," Papers 2106.02029, arXiv.org, revised Jun 2021.

    Cited by:

    1. Brian Cho & Ana-Roxana Pop & Ariel Evnine & Nathan Kallus, 2025. "SNPL: Simultaneous Policy Learning and Evaluation for Safe Multi-Objective Policy Improvement," Papers 2503.12760, arXiv.org, revised Mar 2025.
    2. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    3. Aur'elien Bibaut & Nathan Kallus, 2024. "Demistifying Inference after Adaptive Experiments," Papers 2405.01281, arXiv.org.
    4. Shuze Chen & David Simchi-Levi & Chonghuan Wang, 2024. "Improving the Estimation of Lifetime Effects in A/B Testing via Treatment Locality," Papers 2407.19618, arXiv.org, revised Sep 2025.
    5. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.
    6. Vasilis Syrgkanis & Ruohan Zhan, 2023. "Post Reinforcement Learning Inference," Papers 2302.08854, arXiv.org, revised Oct 2025.
    7. Ruohan Zhan & Zhimei Ren & Susan Athey & Zhengyuan Zhou, 2021. "Policy Learning with Adaptively Collected Data," Papers 2105.02344, arXiv.org, revised Nov 2022.

  23. Athey, Susan & Ferguson, Billy & Gentzkow, Matthew & Schmidt, Tobias, 2021. "Estimating Experienced Racial Segregation in U.S. Cities Using Large-Scale GPS Data," Research Papers 3994, Stanford University, Graduate School of Business.

    Cited by:

    1. Yuhei Miyauchi & Kentaro Nakajima & Stephen J. Redding, 2022. "The Economics of Spatial Mobility: Theory and Evidence Using Smartphone Data," Working Papers 295, Princeton University, Department of Economics, Center for Economic Policy Studies..
    2. Klopack, Ben & Luco, Fernando, 2025. "JUE Insight: Measuring local consumption with payment cards and cell phone pings," Journal of Urban Economics, Elsevier, vol. 149(C).
    3. Massenkoff, Maxim & Wilmers, Nathan, 2025. "Rubbing shoulders: Class segregation in daily activities," Journal of Public Economics, Elsevier, vol. 244(C).
    4. Gal Amedi, 2023. "The Determinants of the Transit Accessibility Premium," Bank of Israel Working Papers 2023.12, Bank of Israel.
    5. Almagro, Milena & Coven, Joshua & Gupta, Arpit & Orane-Hutchinson, Angelo, 2023. "Disparities in COVID-19 risk exposure: Evidence from geolocation data," Regional Science and Urban Economics, Elsevier, vol. 102(C).
    6. Paul Blanchard & Douglas Gollin & Martina Kirchberger, 2023. "Perpetual Motion: High-Frequency Human Mobility in Three African Countries," Trinity Economics Papers tep0823, Trinity College Dublin, Department of Economics.
    7. Coven, Joshua & Gupta, Arpit & Yao, Iris, 2023. "JUE Insight: Urban flight seeded the COVID-19 pandemic across the United States," Journal of Urban Economics, Elsevier, vol. 133(C).
    8. Liang Cai & Guangwen Song & Yanji Zhang, 2024. "Understanding neighborhood income segregation around the clock using mobile phone ambient population data," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    9. Chen, Ting & Gu, Yizhen & Zou, Ben, 2024. "China’s commuting-based metropolitan areas," Journal of Urban Economics, Elsevier, vol. 144(C).

  24. Susan Athey & Peter J. Bickel & Aiyou Chen & Guido W. Imbens & Michael Pollmann, 2021. "Semiparametric Estimation of Treatment Effects in Randomized Experiments," Papers 2109.02603, arXiv.org, revised Aug 2023.

    Cited by:

    1. Athey, Susan & Keleher, Niall & Spiess, Jann, 2025. "Machine learning who to nudge: Causal vs predictive targeting in a field experiment on student financial aid renewal," Journal of Econometrics, Elsevier, vol. 249(PC).
    2. Baul, Tushi & Karlan, Dean & Toyama, Kentaro & Vasilaky, Kathryn, 2024. "Improving smallholder agriculture via video-based group extension," Journal of Development Economics, Elsevier, vol. 169(C).
    3. Joe Cooprider & Shima Nassiri, 2023. "Science of price experimentation at Amazon," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 58(1), pages 34-41, January.
    4. Ke Sun & Linglong Kong & Hongtu Zhu & Chengchun Shi, 2024. "ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments," Papers 2408.05342, arXiv.org, revised Jan 2025.

  25. Amrita Ahuja & Susan Athey & Arthur Baker & Eric Budish & Juan Camilo Castillo & Rachel Glennerster & Scott Duke Kominers & Michael Kremer & Jean Lee & Candice Prendergast & Christopher M. Snyder & Al, 2021. "Preparing for a Pandemic: Accelerating Vaccine Availability," Working Papers 2021-08, Becker Friedman Institute for Research In Economics.

    Cited by:

    1. Snyder, Christopher M. & Hoyt, Kendall & Gouglas, Dimitrios, 2023. "An optimal mechanism to fund the development of vaccines against emerging epidemics," Journal of Health Economics, Elsevier, vol. 91(C).
    2. Chiappinelli, Olga & Giuffrida, Leonardo M. & Spagnolo, Giancarlo, 2025. "Public procurement as an innovation policy: Where do we stand?," International Journal of Industrial Organization, Elsevier, vol. 100(C).
    3. Veronika Grimm & Franziska K. Lembcke & Milena Schwarz, 2021. "Impffortschritt in Deutschland und der Welt: Chancen und Risiken [Opportunities and Risks of Vaccination Progress]," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 101(4), pages 266-275, April.
    4. Axel Ockenfels, 2021. "Marktdesign für eine resiliente Impfstoffproduktion," ECONtribute Policy Brief Series 020, University of Bonn and University of Cologne, Germany.
    5. Ruchir Agarwal & Patrick Gaulé, 2021. "What Drives Innovation? Lessons from COVID-19 R&D," IMF Working Papers 2021/048, International Monetary Fund.
    6. Scott Duke Kominers & Alex Tabarrok, 2022. "Vaccines and the Covid-19 pandemic: lessons from failure and success," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 719-741.
    7. Nikhil Agarwal & Andrew Komo & Chetan A. Patel & Parag A. Pathak & M. Utku Ünver, 2021. "The Trade-off Between Prioritization and Vaccination Speed Depends on Mitigation Measures," NBER Working Papers 28519, National Bureau of Economic Research, Inc.
    8. Simon J. Evenett & Bernard Hoekman & Nadia Rocha and Michele Ruta, 2021. "The Covid-19 Vaccine Production Club: Will Value Chains Temper Nationalism?," RSCAS Working Papers 2021/36, European University Institute.
    9. Kyle, Margaret K., 2022. "Incentives for pharmaceutical innovation: What’s working, what’s lacking," International Journal of Industrial Organization, Elsevier, vol. 84(C).

  26. Susan Athey & Markus Mobius & Jeno Pal, 2021. "The Impact of Aggregators on Internet News Consumption," NBER Working Papers 28746, National Bureau of Economic Research, Inc.

    Cited by:

    1. Sandrini, Luca & Somogyi, Robert, 2023. "Generative AI and deceptive news consumption," Economics Letters, Elsevier, vol. 232(C).
    2. Du, Kai & Song, Jinyuan, 2022. "The impact of geotargeting on household information acquisition: Evidence from a Google News redesign," Research Policy, Elsevier, vol. 51(10).
    3. Adithya Pattabhiramaiah & Eric Overby & Lizhen Xu, 2022. "Spillovers from Online Engagement: How a Newspaper Subscriber’s Activation of Digital Paywall Access Affects Her Retention and Subscription Revenue," Management Science, INFORMS, vol. 68(5), pages 3528-3548, May.
    4. Li, Anqi & Hu, Lin, 2023. "Electoral accountability and selection with personalized information aggregation," Games and Economic Behavior, Elsevier, vol. 140(C), pages 296-315.
    5. Michele Bisceglia, 2023. "The unbundling of journalism," Post-Print hal-04941017, HAL.
    6. Chiara Farronato, 2025. "Data As the New Oil: Parallels, Challenges, and Regulatory Implications," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    7. Li, Yi & Zhang, Wei & Urquhart, Andrew & Wang, Pengfei, 2022. "The role of media coverage in the bubble formation: Evidence from the Bitcoin market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    8. Stephanie L. Chan, 2021. "The Social Value of Public Information When Not Everyone is Privately Informed," Working Papers 2021-09-18, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
    9. Bisceglia, Michele, 2023. "The unbundling of journalism," European Economic Review, Elsevier, vol. 158(C).
    10. Tim Meyer & Anna Kerkhof & Carmelo Cennamo & Tobias Kretschmer, 2022. "Competing for Attention on Information Platforms: The Case of News," CESifo Working Paper Series 9832, CESifo.
    11. Go, Geoffrey, 2021. "News Media, Digital Platforms and Content Sharing," Warwick-Monash Economics Student Papers 23, Warwick Monash Economics Student Papers.

  27. Krishnamurthy, Sanath Kumar & Athey, Susan, 2021. "Optimal Model Selection in Contextual Bandits with Many Classes via Offline Oracles," Research Papers 3971, Stanford University, Graduate School of Business.

    Cited by:

    1. Susan Athey & Undral Byambadalai & Vitor Hadad & Sanath Kumar Krishnamurthy & Weiwen Leung & Joseph Jay Williams, 2022. "Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning," Papers 2211.12004, arXiv.org.

  28. Egger, Dennis & Miguel, Edward & Warren, Shana S & Shenoy, Ashish & Collins, Elliott & Karlan, Dean & Parkerson, Doug & Mobarak, A Mushfiq & Fink, Günther & Udry, Christopher & Walker, Michael & Haush, 2021. "Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries," Department of Economics, Working Paper Series qt95c6n64q, Department of Economics, Institute for Business and Economic Research, UC Berkeley.

    Cited by:

    1. Gray Molina George & Montoya-Aguirre María & Ortiz-Juarez Eduardo, 2022. "Temporary Basic Income in Times of Pandemic: Rationale, Costs and Poverty-Mitigation Potential," Basic Income Studies, De Gruyter, vol. 17(2), pages 125-154, December.
    2. Ankel-Peters, Jörg & Fiala, Nathan & Rose, Julian & Aryemo, Filder, 2023. "The (very) long-run impacts of cash grants during a crisis," OSF Preprints rdjn9, Center for Open Science.
    3. Margherita Squarcina & Donato Romano, 2022. "Identifying the transmission channels of COVID-19 impact on poverty and food security in refugee-hosting districts of Uganda," Working Papers - Economics wp2022_08.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    4. Kea Tijdens & Maarten Klaveren & Ahmed Adib & Daniela Ceccon & Tahreen Tahrima Chowdhury, 2024. "COVID-19, absence from work and coping strategies with income loss in Bangladesh," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 26(1), pages 258-279, April.
    5. Wenjin Long & Junxia Zeng & Tongquan Sun, 2021. "Who Lost Most Wages and Household Income during the COVID‐19 Pandemic in Poor Rural China?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(6), pages 95-116, November.
    6. Dang, Hai-Anh H & Salehi-Isfahani, Djavad & Do, Minh N.N., 2024. "The Impacts of COVID-19 on Female Labor Force Participation in Iran," IZA Discussion Papers 17001, Institute of Labor Economics (IZA).
    7. Regassa, Mekdim D. & Esenaliev, Damir & Tzvetkova, Milena & Baliki, Ghassan & Schreiner, Monika & Stojetz, Wolfgang & Brück, Tilman, 2024. "The impacts of exposure to COVID-19 on food security and diet diversity in Africa," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344321, International Association of Agricultural Economists (IAAE).
    8. Bastien Michel & Samuel Kembou & Sonali Wayal & Joanna Murray, 2023. "Leveraging Mobile Phone Expansion in LMICs to Improve Parental Practices," Working Papers hal-03909663, HAL.
    9. Chacha, Peter Wankuru & Kirui, Benard Kipyegon & Wiedemann, Verena, 2024. "Supply Chains in Times of Crisis: Evidence from Kenya’s Production Network," World Development, Elsevier, vol. 173(C).
    10. Amaral, Sofia & Dinarte-Diaz, Lelys & Dominguez, Patricio & Perez-Vincent, Santiago M., 2024. "Helping families help themselves: The (Un)intended impacts of a digital parenting program," Journal of Development Economics, Elsevier, vol. 166(C).
    11. Barker, Nathan & Davis, C. Austin & López-Peña, Paula & Mitchell, Harrison & Mobarak, Ahmed Mushfiq & Naguib, Karim & Reimão, Maira Emy & Shenoy, Ashish & Vernot, Corey, 2023. "Migration and resilience during a global crisis," European Economic Review, Elsevier, vol. 158(C).
    12. Martin Paul Jr. Tabe‐Ojong & Bisrat Haile Gebrekidan & Emmanuel Nshakira‐Rukundo & Jan Börner & Thomas Heckelei, 2022. "COVID‐19 in rural Africa: Food access disruptions, food insecurity and coping strategies in Kenya, Namibia, and Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 53(5), pages 719-738, September.
    13. Victoria Baranov & Pauline Grosjean & Fatima Jamal Khan & Sarah Walker, 2022. "The impact of COVID‐related economic shocks on household mental health in Pakistan," Health Economics, John Wiley & Sons, Ltd., vol. 31(10), pages 2208-2228, October.
    14. Arpit Gupta & Anup Malani & Bartosz Woda, 2021. "Inequality in India Declined During COVID," NBER Working Papers 29597, National Bureau of Economic Research, Inc.
    15. Abbie Turiansky & Erin Lipman & Arif Mamun & Cullen Seaton & Jonathan Gellar & Sarah Hughes, "undated". "Financial Inclusion and Resilience to COVID-19 Economic Shocks: Evidence from Kenya, Nigeria, and Uganda," Mathematica Policy Research Reports a7cc410219f848528f77e294d, Mathematica Policy Research.
    16. Dang, Hai-Anh H. & Oseni, Gbemisola & Abanokova, Kseniya, 2025. "Educational inequalities during COVID-19: Results from longitudinal surveys in Sub-Saharan Africa," International Journal of Educational Development, Elsevier, vol. 112(C).
    17. Upton, Joanna & Tennant, Elizabeth & Fiorella, Kathryn J. & Barrett, Christopher B., "undated". "COVID-19, Household Resilience, and Rural Food Systems: Evidence from Southern and Eastern Africa," Working Papers 316613, Cornell University, Department of Applied Economics and Management.
    18. Bau, Natalie & Khanna, Gaurav & Low, Corinne & Shah, Manisha & Sharmin, Sreyashi & Voena, Alessandra, 2022. "Women’s well-being during a pandemic and its containment," Journal of Development Economics, Elsevier, vol. 156(C).
    19. Bolarin, Olufemi & Komolafe, Sola Emmanuel & Ajiboye, Damilola John, . "Adaptation Strategies of Small-Scale Farmers to Challenges of COVID-19 Pandemic in Osun State, Nigeria," Problems of World Agriculture / Problemy Rolnictwa Światowego, Warsaw University of Life Sciences, vol. 22(01).
    20. Chunzhu Wei & Mo Zhang & Wei Chen & Yong Ge & Daoping Wang & Die Zhang & Desheng Xue & Qiuming Cheng & Changxiu Cheng & Wenguang Zhang, 2023. "After the pandemic: the global seafood trade market forecasts in 2030," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    21. Giulia Barletta & Finório Castigo & Eva-Maria Egger & Michael Keller & Vincenzo Salvucci & Finn Tarp, 2021. "The impact of COVID-19 on consumption poverty in Mozambique," WIDER Working Paper Series wp-2021-94, World Institute for Development Economic Research (UNU-WIDER).
    22. Jana Hamdan & Yuanwei Xu, 2022. "COVID-19 Lockdown Compliance, Financial Stress, and Acceleration in Technology Adoption in Rural Uganda," Discussion Papers of DIW Berlin 2007, DIW Berlin, German Institute for Economic Research.
    23. Lenore Manderson & Diego Chavarro & Blessings Kaunda-Khangamwa & Alexander Kagaha & Henry Zakumumpa, 2022. "Containing COVID-19 and the social costs on human rights in African countries," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    24. Aiken, Emily & Bellue, Suzanne & Blumenstock, Joshua E. & Karlan, Dean & Udry, Christopher, 2025. "Estimating impact with surveys versus digital traces: Evidence from randomized cash transfers in Togo," Journal of Development Economics, Elsevier, vol. 175(C).
    25. Blimpo, Moussa P. & Pugatch, Todd, 2023. "Unintended Consequences of Youth Entrepreneurship Programs: Experimental Evidence from Rwanda," GLO Discussion Paper Series 1332, Global Labor Organization (GLO).
    26. Vintar,Mirko & Beltramo,Theresa Parrish & Delius,Antonia Johanna Sophie & Egger,Dennis Timo & Pape,Utz Johann, 2022. "Impact of COVID-19 on Labor Market Outcomes of Refugees and Nationals in Kenya," Policy Research Working Paper Series 9960, The World Bank.
    27. Brotherhood, Luiz & Cavalcanti, Tiago & Da Mata, Daniel & Santos, Cezar, 2022. "Slums and pandemics," Journal of Development Economics, Elsevier, vol. 157(C).
    28. Paaritosh Nath & S. Nelson Mandela & Aishwarya Gawali, 2023. "Loss, Recovery and the Long Road Ahead: Tracking India's Informal Workers Through the Pandemic," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(1), pages 329-354, March.
    29. Gatto, Marcel, 2021. "Heterogenous Effects of COVID-19 on Rural Livelihoods in Bangladesh: Evidence from a Panel Study," 2021 Conference, August 17-31, 2021, Virtual 315875, International Association of Agricultural Economists.
    30. Tabakis,Chrysostomos & Ten,Gi Khan & Merfeld,Joshua David & Newhouse,David Locke & Pape,Utz Johann & Weber,Michael, 2022. "The Welfare Implications of COVID-19 for Fragile and Conflict-Affected Areas," Policy Research Working Paper Series 10081, The World Bank.
    31. Clerici, Cristina & Tripodi, Stefano, 2021. "Unemployment and Intra-Household Dynamics: the Effect of Male Job Loss on Intimate Partner Violence in Uganda," HOSS Working Paper Series 2021-4, Stockholm School of Economics, House of Sustainable Society (HOSS).
    32. Guedegbe, Tharcisse & Adelaja, Adesoji & George, Justin, 2023. "Resilience, endogenous policy responses to COVID-19, and their impacts on farm performance," World Development, Elsevier, vol. 168(C).
    33. Verena Preusse & Manuel Santos Silva & Linda Steinhübel & Meike Wollni, 2024. "Covid‐19 and agricultural labor supply: Evidence from the rural–urban interface of an Indian mega‐city," Agribusiness, John Wiley & Sons, Ltd., vol. 40(2), pages 391-415, April.
    34. Campos, Francisco & Hernandez-de-Benito, Maria & Jamison, Julian C. & Safir, Abla & Zia, Bilal, 2025. "Persistent yet ameliorable shocks to female entrepreneurship: Experimental evidence from Kenya," Journal of Development Economics, Elsevier, vol. 177(C).
    35. Pascaline Dupas & Marcel Fafchamps & Eva Lestant, 2023. "Panel data evidence on the effects of the COVID-19 pandemic on livelihoods in urban Côte d’Ivoire," PLOS ONE, Public Library of Science, vol. 18(2), pages 1-29, February.
    36. Chakravorty, Bhaskar & Bhatiya, Apurav Yash & Imbert, Clément & Lohnert, Maximilian & Panda, Poonam & Rathelot, Roland, 2023. "Impact of the COVID-19 crisis on India’s rural youth: Evidence from a panel survey and an experiment," World Development, Elsevier, vol. 168(C).
    37. Monteiro Amaral,Sofia Fernando & Dinarte Diaz,Lelys Ileana & Dominguez,Patricio & Perez-Vincent,Santiago M., 2021. "Helping Families Help Themselves ? Heterogeneous Effects of a Digital Parenting Program," Policy Research Working Paper Series 9850, The World Bank.
    38. Feindouno, Sosso & Arcand, Jean-Louis & Guillaumont, Patrick, 2024. "COVID-19's death transfer to Sub-Saharan Africa," Social Science & Medicine, Elsevier, vol. 340(C).
    39. Bundervoet, Tom & Dávalos, Maria E. & Garcia, Natalia, 2022. "The short-term impacts of COVID-19 on households in developing countries: An overview based on a harmonized dataset of high-frequency surveys," World Development, Elsevier, vol. 153(C).
    40. Vlassopoulos, Michael & Siddique, Abu & Rahman, Tabassum & Pakrashi, Debayan & Islam, Asadul & Ahmed, Firoz, 2021. "Improving Women's Mental Health during a Pandemic," IZA Discussion Papers 14786, Institute of Labor Economics (IZA).
    41. Ross, Johannes & Kienle, Ann-Katrin & Nicklisch, Andreas, 2024. "Sharing the cake during a crisis: The impact of the COVID-19 pandemic on intertemporal altruism and efficiency concerns," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    42. Edward Ebo Onumah & Bright Ketadzo & Abigail Ampomah Adaku & Justina Adwoa Onumah & Prince Addey Owusu, 2024. "COVID-19 and its impact on the profit of mango value chain actors," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-20, April.
    43. Kozhaya, Mireille, 2022. "The double burden: The impact of school closures on labor force participation of mothers," Ruhr Economic Papers 956, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    44. Sophie Bruin & Just Dengerink & Jasper Vliet, 2021. "Urbanisation as driver of food system transformation and opportunities for rural livelihoods," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(4), pages 781-798, August.
    45. Calogero Carletto, 2021. "Better data, higher impact: improving agricultural data systems for societal change [Correlated non-classical measurement errors, ‘second best’ policy inference, and the inverse size-productivity r," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 48(4), pages 719-740.
    46. Aminjonov, Ulugbek & Bargain, Olivier & Bernard, Tanguy, 2023. "Gimme shelter. Social distancing and income support in times of pandemic," European Economic Review, Elsevier, vol. 157(C).
    47. Brunckhorst,Ben James & Kim,Yeon Soo & Cojocaru,Alexandru, 2023. "Tracing Pandemic Impacts in the Absence of Regular Survey Data: What Have We Learned from the World Bank’s High-Frequency Phone Surveys?," Policy Research Working Paper Series 10585, The World Bank.
    48. Hammond, James & Siegal, Kim & Milner, Daniel & Elimu, Emmanuel & Vail, Taylor & Cathala, Paul & Gatera, Arsene & Karim, Azfar & Lee, Ja-Eun & Douxchamps, Sabine & Tu, Mai Thanh & Ouma, Emily & Lukuyu, 2022. "Perceived effects of COVID-19 restrictions on smallholder farmers: Evidence from seven lower- and middle-income countries," Agricultural Systems, Elsevier, vol. 198(C).
    49. Kathleen Moloney & Julio A Lamprea Montealegre & Tania M Busch Isaksen & Mallory Kennedy & Megan Archer & Carlos Contreras & Daaniya Iyaz & Juliette Randazza & Javier Silva & Nicole A Errett, 2024. "Assessing community-level impacts of and responses to stay at home orders: The King County COVID-19 community study," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-20, February.
    50. Ebert, Cara & Steinert, Janina Isabel, 2025. "Violence against women and the substitution of help services in times of lockdown: Triangulation of three data sources in Germany," Journal of Economic Behavior & Organization, Elsevier, vol. 232(C).
    51. Bicalho, Clara & Platas, Melina R. & Rosenzweig, Leah R., 2021. "“If we move, it moves with us:” Physical distancing in Africa during COVID-19," World Development, Elsevier, vol. 142(C).
    52. Nursena Aksunger & Corey Vernot & Rebecca Littman & Maarten Voors & Niccolò F Meriggi & Amanuel Abajobir & Bernd Beber & Katherine Dai & Dennis Egger & Asad Islam & Jocelyn Kelly & Arjun Kharel & Aman, 2023. "COVID-19 and mental health in 8 low- and middle-income countries: A prospective cohort study," PLOS Medicine, Public Library of Science, vol. 20(4), pages 1-22, April.
    53. Nora Lustig & Valentina Martinez Pabon & Guido Neidhöfer & Mariano Tommasi, 2021. "Short and Long-Run Distributional Impacts of COVID-19 in Latin America," Working Papers 153, Universidad de San Andres, Departamento de Economia, revised Jun 2021.
    54. Hausmann, Ricardo & Schetter, Ulrich, 2022. "Horrible trade-offs in a pandemic: Poverty, fiscal space, policy, and welfare," World Development, Elsevier, vol. 153(C).
    55. Nándori Eszter SIPOSNÉ & Kinga Emese ZSIDÓ, 2023. "The Effects of Crises on the Living Standards in Romania and Hungary in the 21st Century – Similarities and Differences," Acta Marisiensis. Series Oeconomica, "George Emil Palade" University of Medicine, Pharmacy, Sciences and Technology of Târgu-Mureș, România - Faculty of Economics and Law, vol. 1, pages 69-82, December.
    56. Kidman, Rachel & Breton, Etienne & Behrman, Jere & Kohler, Hans-Peter, 2022. "Returning to school after COVID-19 closures: Who is missing in Malawi?," International Journal of Educational Development, Elsevier, vol. 93(C).
    57. Joyeeta Singh Chakraborty & Bikash Ranjan Parida & Nilendu Singh, 2021. "Future Food Sustainability Can Be Traced Back into Local People’s Socio-Cultural Roots in Uttarakhand Himalaya, India," Sustainability, MDPI, vol. 13(13), pages 1-18, June.
    58. Alex Armand & Mattia Fracchia & Pedro C. Vicente, 2021. "Let s call! Using the phone to increase acceptance of COVID-19 vaccines," NOVAFRICA Working Paper Series wp2113, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    59. Hai-Anh Dang & Toan Huynh & Manh-Hung Nguyen, 2022. "Does the COVID-19 Pandemic Disproportionately Affect the Poor? Evidence from a Six-Country Survey," Working Papers 626, ECINEQ, Society for the Study of Economic Inequality.
    60. Aragie, Emerta & Diao, Xinshen & Spielman, David J. & Thurlow, James, 2024. "The economywide recovery measures in Rwanda during the COVID-19 pandemic: How useful a lesson?," Journal of Policy Modeling, Elsevier, vol. 46(6), pages 1103-1124.
    61. Didarul Islam & Mohammad Abdullah Al Faisal, 2024. "Variability in Aggregate Personal Income Across Industrial Sectors During COVID-19 Shock: A Time-Series Exploration," Papers 2403.20039, arXiv.org.
    62. Gao Tianming & Vasilii Erokhin & Aleksandr Arskiy & Mikail Khudzhatov, 2021. "Has the COVID-19 Pandemic Affected Maritime Connectivity? An Estimation for China and the Polar Silk Road Countries," Sustainability, MDPI, vol. 13(6), pages 1-39, March.
    63. Amira El-Shal & Eman Moustafa & Nada Rostom & Yasmine Abdelfattah, 2025. "Social Safety Nets and Food Insecurity in MENA in the Time of COVID-19," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 37(1), pages 1-28, February.
    64. Brunckhorst, Ben & Cojocaru, Alexandru & Kim, Yeon Soo & Kugler, Maurice, 2024. "Long COVID: The evolution of household welfare in developing countries during the pandemic," World Development, Elsevier, vol. 175(C).
    65. Jakubowski, Aleksandra & Egger, Dennis & Nekesa, Carolyne & Lowe, Layna & Walker, Michael & Miguel, Edward, 2021. "Self-reported vs Directly Observed Face Mask Use in Kenya," Department of Economics, Working Paper Series qt6jx7p45h, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    66. Kim, Hyosun & Kim, Taejong & Ten, Gi Khan, 2025. "Cultural context and pandemic preparedness: Reassessing the Global Health Security Index’s predictive power during COVID-19," Social Science & Medicine, Elsevier, vol. 381(C).
    67. Fiala, Nathan & Rose, Julian & Aryemo, Filder & Ankel-Peters, Jörg, 2025. "Timing matters: The (very) long-run impacts of cash grants during a crisis," Journal of Development Economics, Elsevier, vol. 175(C).
    68. Verena Bitzer & Froukje Kruijssen & Johnny Mugisha & Lydiah Waswa & Judith Aliso & Betty Nakazzi, 2024. "Vulnerability and resilience among farmers and market actors in local agri-food value chains in the face of COVID-19 disruptions: findings from Uganda and Kenya," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(1), pages 185-200, February.
    69. Hai-Anh H. Dang & Cuong Viet Nguyen, 2024. "Agricultural Production as a Coping Strategy during the Covid-19 Pandemic? Evidence from Rural Viet Nam," Working Papers DP-2023-23, Economic Research Institute for ASEAN and East Asia (ERIA).
    70. Abate, Gashaw T. & de Brauw, Alan & Hirvonen, Kalle & Wolle, Abdulazize, 2023. "Measuring consumption over the phone: Evidence from a survey experiment in urban Ethiopia," Journal of Development Economics, Elsevier, vol. 161(C).
    71. Berkouwer, Susanna & Biscaye, Pierre & Hsu, Eric & Kim, Oliver & Lee, Kenneth & Miguel, Edward & Wolfram, Catherine, 2023. "Money or Power? Choosing Covid-19 aid in Kenya," Department of Economics, Working Paper Series qt77q3w4sm, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    72. Risto Rönkkö & Stuart Rutherford & Kunal Sen, 2021. "The impact of the COVID-19 pandemic on the poor: Insights from the Hrishipara diaries," WIDER Working Paper Series wp-2021-46, World Institute for Development Economic Research (UNU-WIDER).
    73. Essa Chanie Mussa & Dessie Agegnehu & Emmanuel Nshakira-Rukundo, 2024. "Combining social protection interventions for better food security: Evidence from female-headed households in Amhara region, Ethiopia," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-23, February.
    74. Lecoutere, Els & van den Berg, Marrit & de Brauw, Alan, 2023. "Changes in women’s empowerment in the household, women’s diet diversity, and their relationship against the background of COVID-19 in southern Bangladesh," Journal of Asian Economics, Elsevier, vol. 84(C).
    75. Mateusz Filipski & Anubhab Gupta & Justin Kagin & Arif Husain & Alejandro Grinspun & Oscar Maria Caccavale & Silvio Daidone & Valerio Giuffrida & Friederike Greb & Joseph Hooker & Susanna Sandström & , 2022. "A local general‐equilibrium emergency response modeling approach for sub‐Saharan Africa," Agricultural Economics, International Association of Agricultural Economists, vol. 53(1), pages 72-89, January.
    76. Aminou Arouna & Souleïmane A. Adekambi & Rachidi Aboudou & Wilfried Gnipabo Yergo & Gaudiose Mujawamariya, 2024. "Impact assessment of the COVID-19 pandemic on the income and food security of rice smallholder producers in five African countries," SN Business & Economics, Springer, vol. 4(11), pages 1-20, November.
    77. Mendiratta,Vibhuti & Nsababera,Olive Umuhire & Sam,Hannah, 2022. "The Impact of Covid-19 on Household Welfare in the Comoros : The Experience of a Small IslandDeveloping State," Policy Research Working Paper Series 9964, The World Bank.
    78. Kohler, Iliana V. & Kämpfen, Fabrice & Ciancio, Alberto & Mwera, James & Mwapasa, Victor & Kohler, Hans-Peter, 2022. "Curtailing Covid-19 on a dollar-a-day in Malawi: Role of community leadership for shaping public health and economic responses to the pandemic," World Development, Elsevier, vol. 151(C).
    79. Mabugu, Ramos E. & Maisonnave, Helene & Henseler, Martin & Chitiga-Mabugu, Margaret & Makochekanwa, Albert, 2023. "Implications of COVID-19 and mitigation measures on gender and the Zimbabwean economy," Economic Modelling, Elsevier, vol. 121(C).
    80. Saha, Shrabani & Sen, Kunal, 2023. "Do economic and political crises lead to corruption? The role of institutions," Economic Modelling, Elsevier, vol. 124(C).
    81. Dang, Hai-Anh H. & Nguyen, Cuong Viet & Carletto, Calogero, 2023. "Did a successful fight against COVID-19 come at a cost? Impacts of the pandemic on employment outcomes in Vietnam," World Development, Elsevier, vol. 161(C).
    82. Hangoma, Peter & Hachhethu, Kusum & Passeri, Silvia & Norheim, Ole Frithjof & Rivers, Johnathan & Mæstad, Ottar, 2024. "Short- and long-term food insecurity and policy responses in pandemics: Panel data evidence from COVID-19 in low- and middle-income countries," World Development, Elsevier, vol. 175(C).
    83. Christian Estmann & Henrik Hansen & John Rand, 2021. "Fiscal policy responses to COVID-19 in Danida priority countries in Sub-Saharan Africa," DERG working paper series 21-09, University of Copenhagen. Department of Economics. Development Economics Research Group (DERG).
    84. Dang, Hai-Anh H. & Salehi-Isfahani, Djavad & Do, Minh N. N., 2024. "The Impacts of COVID-19 on Female Labor Force Participation in the Islamic Republic of Iran," Policy Research Working Paper Series 10801, The World Bank.
    85. Günther Fink & Katharina Förtsch & Stefan Felder, 2023. "Subjective burden of government-imposed Covid-19 restrictions in Switzerland: Evidence from the 2022 LINK Covid-19 survey," PLOS ONE, Public Library of Science, vol. 18(7), pages 1-13, July.
    86. Emily Aiken & Suzanne Bellue & Dean Karlan & Christopher R. Udry & Joshua Blumenstock, 2021. "Machine Learning and Mobile Phone Data Can Improve the Targeting of Humanitarian Assistance," NBER Working Papers 29070, National Bureau of Economic Research, Inc.
    87. Lanau, Alba & Grieve, Tigist & Tengbeh, Angus Fayia & Enria, Luisa & Wayack-Pambé, Madeleine, 2023. "“Since the market is closed, there is no more money, there is nothing we can do”: Voices of adolescent girls in Burkina Faso and Sierra Leone on poverty and COVID-19," Children and Youth Services Review, Elsevier, vol. 155(C).
    88. Nitya Mittal & Janina Isabel Steinert & Sebastian Vollmer, 2023. "COVID-19 pandemic, losses of livelihoods and uneven recovery in Pune, India," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    89. Carlos F. Gould & Ajay Pillarisetti & Lisa M. Thompson & Sonakshi Saluja & Vagisha Nandan & Johannes Urpelainen, 2023. "Using high-frequency household surveys to describe energy use in rural North India during the COVID-19 pandemic," Nature Energy, Nature, vol. 8(2), pages 169-178, February.
    90. Jeong, Joshua & Ahun, Marilyn N. & Bliznashka, Lilia & Velthausz, Daan & Donco, Rotafina & Yousafzai, Aisha K., 2021. "Barriers and facilitators to father involvement in early child health services: A qualitative study in rural Mozambique," Social Science & Medicine, Elsevier, vol. 287(C).
    91. Stephen Roll & Yung Chun & Olga Kondratjeva & Mathieu Despard & Talia Meital Schwartz-Tayri & Michal Grinstein-Weiss, 2022. "Household Spending Patterns and Hardships during COVID-19: A Comparative Study of the U.S. and Israel," Journal of Family and Economic Issues, Springer, vol. 43(2), pages 261-281, June.
    92. World Bank, 2023. "Displaced During Crisis," World Bank Publications - Reports 40495, The World Bank Group.

  29. Zeng, Jiaming & Gensheimer, Michael F. & Rubin, Daniel L. & Athey, Susan & Schachter, Ross D., 2021. "Uncovering Interpretable Potential Confounders in Electronic Medical Records," Research Papers 3950, Stanford University, Graduate School of Business.

    Cited by:

    1. Carrizosa, Emilio & Ramírez-Ayerbe, Jasone & Romero Morales, Dolores, 2024. "Mathematical optimization modelling for group counterfactual explanations," European Journal of Operational Research, Elsevier, vol. 319(2), pages 399-412.
    2. Felix Drinkall & Stefan Zohren & Michael McMahon & Janet B. Pierrehumbert, 2025. "Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups," Papers 2502.14497, arXiv.org.
    3. Takanobu Hirosawa & Yukinori Harada & Masashi Yokose & Tetsu Sakamoto & Ren Kawamura & Taro Shimizu, 2023. "Diagnostic Accuracy of Differential-Diagnosis Lists Generated by Generative Pretrained Transformer 3 Chatbot for Clinical Vignettes with Common Chief Complaints: A Pilot Study," IJERPH, MDPI, vol. 20(4), pages 1-10, February.

  30. Ruoxuan Xiong & Allison Koenecke & Michael Powell & Zhu Shen & Joshua T. Vogelstein & Susan Athey, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Papers 2107.11732, arXiv.org, revised Apr 2023.

    Cited by:

    1. Aldo Gael Carranza & Susan Athey, 2023. "Federated Offline Policy Learning," Papers 2305.12407, arXiv.org, revised Oct 2024.
    2. Jean Ogier du Terrail & Quentin Klopfenstein & Honghao Li & Imke Mayer & Nicolas Loiseau & Mohammad Hallal & Michael Debouver & Thibault Camalon & Thibault Fouqueray & Jorge Arellano Castro & Zahia Ya, 2025. "FedECA: federated external control arms for causal inference with time-to-event data in distributed settings," Nature Communications, Nature, vol. 16(1), pages 1-22, December.
    3. Xuelin Yang & Licong Lin & Susan Athey & Michael I. Jordan & Guido W. Imbens, 2025. "Cross-Validated Causal Inference: a Modern Method to Combine Experimental and Observational Data," Papers 2511.00727, arXiv.org.

  31. Ruohan Zhan & Zhimei Ren & Susan Athey & Zhengyuan Zhou, 2021. "Policy Learning with Adaptively Collected Data," Papers 2105.02344, arXiv.org, revised Nov 2022.

    Cited by:

    1. Masahiro Kato, 2025. "Semi-Supervised Treatment Effect Estimation with Unlabeled Covariates via Generalized Riesz Regression," Papers 2511.08303, arXiv.org.
    2. Hamsa Bastani & Osbert Bastani & Bryce McLaughlin, 2025. "Beating the Winner's Curse via Inference-Aware Policy Optimization," Papers 2510.18161, arXiv.org, revised Feb 2026.
    3. Masahiro Kato & Kyohei Okumura & Takuya Ishihara & Toru Kitagawa, 2024. "Adaptive Experimental Design for Policy Learning," Papers 2401.03756, arXiv.org, revised Jun 2025.
    4. Keshav Agrawal & Susan Athey & Ayush Kanodia & Emil Palikot, 2022. "Personalized Recommendations in EdTech: Evidence from a Randomized Controlled Trial," Papers 2208.13940, arXiv.org, revised Dec 2022.
    5. Shantanu Gupta & Zachary C. Lipton & David Childers, 2021. "Efficient Online Estimation of Causal Effects by Deciding What to Observe," Papers 2108.09265, arXiv.org, revised Oct 2021.

  32. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Using Experiments to Correct for Selection in Observational Studies," Papers 2006.09676, arXiv.org, revised May 2025.

    Cited by:

    1. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    2. Francisco Blasques & Paolo Gorgi & Siem Jan Koopman & Noah Stegehuis, 2024. "Mitigating Estimation Risk: a Data-Driven Fusion of Experimental and Observational Data," Tinbergen Institute Discussion Papers 24-066/III, Tinbergen Institute.
    3. Xiong, Ruoxuan & Koenecke, Allison & Powell, Michael & Shen, Zhu & Vogelstein, Joshua T. & Athey, Susan, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Research Papers 3990, Stanford University, Graduate School of Business.
    4. Guido Imbens & Nathan Kallus & Xiaojie Mao & Yuhao Wang, 2022. "Long-term Causal Inference Under Persistent Confounding via Data Combination," Papers 2202.07234, arXiv.org, revised Aug 2024.
    5. Li, Ting & Shi, Chengchun & Wen, Qianglin & Sui, Yang & Qin, Yongli & Lai, Chunbo & Zhu, Hongtu, 2024. "Combining experimental and historical data for policy evaluation," LSE Research Online Documents on Economics 125588, London School of Economics and Political Science, LSE Library.
    6. D'Haultfoeuille, Xavier & Gaillac, Christophe & Maurel, Arnaud, 2022. "Partially Linear Models under Data Combination," IZA Discussion Papers 15230, Institute of Labor Economics (IZA).
    7. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    8. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    9. Harsh Parikh & Marco Morucci & Vittorio Orlandi & Sudeepa Roy & Cynthia Rudin & Alexander Volfovsky, 2023. "A Double Machine Learning Approach to Combining Experimental and Observational Data," Papers 2307.01449, arXiv.org, revised Oct 2025.
    10. Yechan Park & Yuya Sasaki, 2024. "Matching $\leq$ Hybrid $\leq$ Difference in Differences," Papers 2411.07952, arXiv.org, revised Feb 2025.
    11. Tatyana Deryugina & Julian Reif, 2023. "The Long-run Effect of Air Pollution on Survival," NBER Working Papers 31858, National Bureau of Economic Research, Inc.
    12. Xinyu Li & Wang Miao & Fang Lu & Xiao‐Hua Zhou, 2023. "Improving efficiency of inference in clinical trials with external control data," Biometrics, The International Biometric Society, vol. 79(1), pages 394-403, March.
    13. Kyungmin Park & Stephanie Lee & Shahryar Doosti & Yong Tan, 2023. "Provision of helpful review videos: Effects of video characteristics on perceived helpfulness," Production and Operations Management, Production and Operations Management Society, vol. 32(7), pages 2031-2048, July.
    14. George Z. Gui, 2020. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Papers 2010.05117, arXiv.org, revised Dec 2023.
    15. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.
    16. Yechan Park & Yuya Sasaki, 2024. "The Informativeness of Combined Experimental and Observational Data under Dynamic Selection," Papers 2403.16177, arXiv.org.
    17. George Z. Gui, 2024. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Marketing Science, INFORMS, vol. 43(2), pages 378-391, March.

  33. Susan Athey & Billy A. Ferguson & Matthew Gentzkow & Tobias Schmidt, 2020. "Experienced Segregation," NBER Working Papers 27572, National Bureau of Economic Research, Inc.

    Cited by:

    1. Daniel Aaronson & Daniel Hartley & Bhashkar Mazumder, 2023. "The Lasting Impact of Historical Residential Security Maps on Experienced Segregation," Working Paper Series WP 2023-33, Federal Reserve Bank of Chicago.
    2. Kirchberger, Martina, 2021. "Measuring internal migration," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    3. Couture, Victor & Dingel, Jonathan I. & Green, Allison & Handbury, Jessie & Williams, Kevin R., 2022. "JUE Insight: Measuring movement and social contact with smartphone data: a real-time application to COVID-19," Journal of Urban Economics, Elsevier, vol. 127(C).

  34. Sanath Kumar Krishnamurthy & Susan Athey, 2020. "Survey Bandits with Regret Guarantees," Papers 2002.09814, arXiv.org.

    Cited by:

    1. Danielle Li & Lindsey R. Raymond & Peter Bergman, 2020. "Hiring as Exploration," NBER Working Papers 27736, National Bureau of Economic Research, Inc.
    2. Claudio Cardoso Flores & Marcelo Cunha Medeiros, 2020. "Online Action Learning in High Dimensions: A Conservative Perspective," Papers 2009.13961, arXiv.org, revised Mar 2024.

  35. Offer-Westort, Molly & Rosenzweig, Leah R. & Athey, Susan, 2020. "Optimal Policies to Battle the Coronavirus "Infodemic" among Social Media Users in Sub-Saharan Africa: Pre-analysis Plan," Research Papers 3913, Stanford University, Graduate School of Business.

    Cited by:

    1. Aur'elien Bibaut & Nathan Kallus, 2024. "Demistifying Inference after Adaptive Experiments," Papers 2405.01281, arXiv.org.

  36. Athey, Susan & Bryan, Kevin & Gans, Joshua S., 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," Research Papers 3856, Stanford University, Graduate School of Business.

    Cited by:

    1. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    2. Maha Kalai & Hamdi Becha & Kamel Helali, 2024. "Effect of artificial intelligence on economic growth in European countries: a symmetric and asymmetric cointegration based on linear and non-linear ARDL approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 13(1), pages 1-37, December.
    3. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    4. Talia Gillis & Bryce McLaughlin & Jann Spiess, 2021. "On the Fairness of Machine-Assisted Human Decisions," Papers 2110.15310, arXiv.org, revised Sep 2023.
    5. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2024. "Prediction machines, insurance, and protection: An alternative perspective on AI’s role in production," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
    6. Andres, Antonio Rodriguez & Otero, Abraham & Amavilah, Voxi Heinrich, 2021. "Evaluation of technology clubs by clustering: A cautionary note," MPRA Paper 109138, University Library of Munich, Germany.
    7. Ashesh Rambachan & Jon Kleinberg & Sendhil Mullainathan & Jens Ludwig, 2020. "An Economic Approach to Regulating Algorithms," NBER Working Papers 27111, National Bureau of Economic Research, Inc.
    8. Ari Hyytinen & Petri Rouvinen & Mika Pajarinen & Joosua Virtanen, 2023. "Ex Ante Predictability of Rapid Growth: A Design Science Approach," Entrepreneurship Theory and Practice, , vol. 47(6), pages 2465-2493, November.
    9. Bauer, Kevin & von Zahn, Moritz & Hinz, Oliver, 2023. "Please take over: XAI, delegation of authority, and domain knowledge," SAFE Working Paper Series 394, Leibniz Institute for Financial Research SAFE.
    10. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    11. Caro-Burnett, Johann & Kaneko, Shinji, 2022. "Is Society Ready for AI Ethical Decision Making? Lessons from a Study on Autonomous Cars," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    12. Hyunjin Kim & Edward L. Glaeser & Andrew Hillis & Scott Duke Kominers & Michael Luca, 2024. "Decision authority and the returns to algorithms," Strategic Management Journal, Wiley Blackwell, vol. 45(4), pages 619-648, April.
    13. Fabian Gaessler & Henning Piezunka, 2023. "Training with AI: Evidence from chess computers," Strategic Management Journal, Wiley Blackwell, vol. 44(11), pages 2724-2750, November.
    14. Bryce McLaughlin & Jann Spiess, 2022. "Algorithmic Assistance with Recommendation-Dependent Preferences," Papers 2208.07626, arXiv.org, revised Oct 2025.
    15. Jonathan Gruber & Benjamin R. Handel & Samuel H. Kina & Jonathan T. Kolstad, 2020. "Managing Intelligence: Skilled Experts and AI in Markets for Complex Products," NBER Working Papers 27038, National Bureau of Economic Research, Inc.
    16. Laura Blattner & Scott Nelson & Jann Spiess, 2021. "Unpacking the Black Box: Regulating Algorithmic Decisions," Papers 2110.03443, arXiv.org, revised May 2024.
    17. Marie Obidzinski & Yves Oytana, 2022. "Advisory algorithms and liability rules," Working Papers 2022-04, CRESE.
    18. Feldhaus, Christoph & Lingens, Jörg & Löschel, Andreas & Zunker, Gerald, 2022. "Encouraging consumer activity through automatic switching of the electricity contract - A field experiment," Energy Policy, Elsevier, vol. 164(C).
    19. Mustafa Dogan & Alexandre Jacquillat & Pinar Yildirim, 2024. "Strategic automation and decision‐making authority," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(1), pages 203-246, January.
    20. Xienan Cheng & Mustafa Dogan & Pinar Yildirim, 2025. "Artificial Intelligence in Team Dynamics: Who Gets Replaced and Why?," Papers 2506.12337, arXiv.org.
    21. Marie Obidzinski & Yves Oytana, 2022. "Prediction, human decision and liability rules, CRED Working paper No 2022-06," Working Papers hal-04034871, HAL.
    22. Bryce McLaughlin & Jann Spiess, 2024. "Designing Algorithmic Recommendations to Achieve Human-AI Complementarity," Papers 2405.01484, arXiv.org, revised Oct 2024.

  37. Susan Athey & Raj Chetty & Guido W. Imbens & Hyunseung Kang, 2019. "The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely," NBER Working Papers 26463, National Bureau of Economic Research, Inc.

    Cited by:

    1. García, Jorge Luis & Heckman, James J., 2022. "Parenting Promotes Social Mobility Within and Across Generations," IZA Discussion Papers 15672, Institute of Labor Economics (IZA).
    2. John List & Ragan Petrie & Anya Samek, 2021. "How Experiments with Children Inform Economics," Artefactual Field Experiments 00729, The Field Experiments Website.
    3. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    4. Guido Imbens & Nathan Kallus & Xiaojie Mao & Yuhao Wang, 2022. "Long-term Causal Inference Under Persistent Confounding via Data Combination," Papers 2202.07234, arXiv.org, revised Aug 2024.
    5. Bokelmann, Björn & Lessmann, Stefan, 2025. "Heteroscedasticity-aware stratified sampling to improve uplift modeling," European Journal of Operational Research, Elsevier, vol. 325(1), pages 118-131.
    6. Itzik Fadlon & Frederik Plesner Lyngse & Torben Heien Nielsen, 2022. "Early Career Setbacks and Women’s Career-Family Trade-Off," CEBI working paper series 22-06, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    7. Quinn, Simon & Caria, Stefano & Gordon, Grant & Kasy, Maximilian & Shami, Soha & Teytelboym, Alexander, 2020. "An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan," CEPR Discussion Papers 15359, C.E.P.R. Discussion Papers.
    8. Germ'an Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," Papers 2301.02575, arXiv.org.
    9. Mariano Tommasi, 2023. "Latin America and the Caribbean in the first quarter of the 21st century. What should be reformed, what can be reformed, and how to think about it?," Working Papers 170, Universidad de San Andres, Departamento de Economia, revised Jul 2024.
    10. Dave Donaldson, 2022. "Blending Theory and Data: A Space Odyssey," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 185-210, Summer.
    11. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    12. Rosenman Evan T. R. & Owen Art B., 2021. "Designing experiments informed by observational studies," Journal of Causal Inference, De Gruyter, vol. 9(1), pages 147-171, January.
    13. Evan Munro & David Jones & Jennifer Brennan & Roland Nelet & Vahab Mirrokni & Jean Pouget-Abadie, 2023. "Causal Estimation of User Learning in Personalized Systems," Papers 2306.00485, arXiv.org.
    14. Barham, Tania & Cadena, Brian C. & Turner, Patrick S, 2023. "Taking a Chance on Workers: Evidence on the Effects and Mechanisms of Subsidized Employment from an RCT," IZA Discussion Papers 16221, Institute of Labor Economics (IZA).
    15. Arielle Anderer & Hamsa Bastani & John Silberholz, 2022. "Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?," Management Science, INFORMS, vol. 68(3), pages 1982-2002, March.
    16. Mogstad, Magne & Salvanes, Kjell G. & Torsvik, Gaute, 2025. "Income Equality in the Nordic Countries: Myths, Facts, and Lessons," IZA Discussion Papers 17677, Institute of Labor Economics (IZA).
    17. Brett R. Gordon & Robert Moakler & Florian Zettelmeyer, 2023. "Predictive Incrementality by Experimentation (PIE) for Ad Measurement," Papers 2304.06828, arXiv.org.
    18. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Brocco & Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org, revised Dec 2025.
    19. Kasy, Maximilian, 2023. "The political economy of AI: Towards democratic control of the means of prediction," INET Oxford Working Papers 2023-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    20. Battistin,Erich & De Nadai,Michele & Krishnan,Nandini, 2020. "The Insights and Illusions of Consumption Measurements," Policy Research Working Paper Series 9255, The World Bank.
    21. Nava Ashraf & Natalie Bau & Corinne Low & Xiaoyue Shan, 2025. "Ten Years of Relational Power: The Long-Run Effects of Teaching Negotiation Skills to Adolescent Girls," NBER Working Papers 34339, National Bureau of Economic Research, Inc.
    22. Pol Campos-Mercade & Armando N. Meier & Stephan Meier & Devin Pope & Florian H. Schneider & Erik Wengström, 2024. "Incentives to Vaccinate," CESifo Working Paper Series 11379, CESifo.
      • Pol Campos-Mercade & Armando N. Meier & Stephan Meier & Devin Pope & Florian H. Schneider & Erik Wengstroem, 2025. "Incentives to Vaccinate," CEBI working paper series 24-15, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
      • Pol Campos-Mercade & Armando N. Meier & Stephan Meier & Devin G. Pope & Florian H. Schneider & Erik Wengström, 2024. "Incentives to Vaccinate," NBER Working Papers 32899, National Bureau of Economic Research, Inc.
    23. Yacoubou Djima, Ismael & Kilic, Talip, 2024. "Attenuating measurement errors in agricultural productivity analysis by combining objective and self-reported survey data," Journal of Development Economics, Elsevier, vol. 168(C).
    24. Toru Kitagawa & Jeff Rowley, 2024. "Bandit Algorithms for Policy Learning: Methods, Implementation, and Welfare-performance," Papers 2409.00379, arXiv.org.
    25. Harsh Parikh & Trang Quynh Nguyen & Elizabeth A. Stuart & Kara E. Rudolph & Caleb H. Miles, 2025. "A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference," Papers 2505.11014, arXiv.org.
    26. Xuan Wang & Layla Parast & Larry Han & Lu Tian & Tianxi Cai, 2023. "Robust approach to combining multiple markers to improve surrogacy," Biometrics, The International Biometric Society, vol. 79(2), pages 788-798, June.
    27. Ernesto Dal Bó & Frederico Finan & Nicholas Y. Li & Laura Schechter, 2021. "Information Technology and Government Decentralization: Experimental Evidence From Paraguay," Econometrica, Econometric Society, vol. 89(2), pages 677-701, March.
    28. Elizabeth Ash & William Carrington & Rebecca Heller & Grace Hwang, 2023. "Exploring the Effects of Medicaid During Childhood on the Economy and the Budget: Working Paper 2023-07," Working Papers 59231, Congressional Budget Office.
    29. Zhexiao Lin & Pablo Crespo, 2024. "Variance reduction combining pre-experiment and in-experiment data," Papers 2410.09027, arXiv.org.
    30. Germán Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," CRC TR 224 Discussion Paper Series crctr224_2023_490, University of Bonn and University of Mannheim, Germany.
    31. Yechan Park & Yuya Sasaki, 2024. "The Informativeness of Combined Experimental and Observational Data under Dynamic Selection," Papers 2403.16177, arXiv.org.
    32. Ron Berman & Elea McDonnell Feit, 2024. "Latent Stratification for Incrementality Experiments," Marketing Science, INFORMS, vol. 43(4), pages 903-917, July.
    33. Susan Dynarski & CJ Libassi & Katherine Michelmore & Stephanie Owen, 2021. "Closing the Gap: The Effect of Reducing Complexity and Uncertainty in College Pricing on the Choices of Low-Income Students," American Economic Review, American Economic Association, vol. 111(6), pages 1721-1756, June.
    34. Esposito Acosta,Bruno Nicola & Sautmann,Anja, 2022. "Adaptive Experiments for Policy Choice : Phone Calls for Home Reading in Kenya," Policy Research Working Paper Series 10098, The World Bank.
    35. Yixin Tang & Yicong Lin & Navdeep S. Sahni, 2023. "Business Policy Experiments using Fractional Factorial Designs: Consumer Retention on DoorDash," Papers 2311.14698, arXiv.org, revised Nov 2023.
    36. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.

  38. Susan Athey & Guido Imbens & Jonas Metzger & Evan Munro, 2019. "Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations," Papers 1909.02210, arXiv.org, revised Jul 2020.

    Cited by:

    1. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    2. Lin, Zhexiao & Han, Fang, 2025. "On regression-adjusted imputation estimators of average treatment effects," Journal of Econometrics, Elsevier, vol. 251(C).
    3. Christian M. Dahl & Emil N. S{o}rensen, 2021. "Time Series (re)sampling using Generative Adversarial Networks," Papers 2102.00208, arXiv.org.
    4. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2025. "Double Robust Bayesian Inference on Average Treatment Effects," Econometrica, Econometric Society, vol. 93(2), pages 539-568, March.
    5. Jiafeng Chen & Xiaohong Chen & Elie Tamer, 2021. "Efficient Estimation in NPIV Models: A Comparison of Various Neural Networks-Based Estimators," Papers 2110.06763, arXiv.org, revised Oct 2022.
    6. Nir Billfeld & Moshe Kim, 2024. "Context-dependent Causality (the Non-Nonotonic Case)," Papers 2404.05021, arXiv.org.
    7. Yanqin Fan & Yuan Qi & Gaoqian Xu, 2025. "Policy Learning with $\alpha$-Expected Welfare," Papers 2505.00256, arXiv.org.
    8. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    9. Chen, Jiafeng & Chen, Xiaohong & Tamer, Elie, 2023. "Efficient estimation of average derivatives in NPIV models: Simulation comparisons of neural network estimators," Journal of Econometrics, Elsevier, vol. 235(2), pages 1848-1875.
    10. Jiafeng Chen & Xiaohong Chen & Elie Tamer, 2021. "Efficient Estimation of Average Derivatives in NPIV Models: Simulation Comparisons of Neural Network Estimators," Cowles Foundation Discussion Papers 2319, Cowles Foundation for Research in Economics, Yale University.
    11. Aditya Ghosh & Guido Imbens & Stefan Wager, 2025. "PLRD: Partially Linear Regression Discontinuity Inference," Papers 2503.09907, arXiv.org, revised Nov 2025.
    12. Jiaying Gu & Roger Koenker, 2023. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Econometrica, Econometric Society, vol. 91(1), pages 1-41, January.
    13. Yves-C'edric Bauwelinckx & Jan Dhaene & Tim Verdonck & Milan van den Heuvel, 2023. "On the causality-preservation capabilities of generative modelling," Papers 2301.01109, arXiv.org.
    14. Richard H. Spady & Sami Stouli, 2025. "Gaussian Transforms Modeling and the Estimation of Distributional Regression Functions," Econometrica, Econometric Society, vol. 93(5), pages 1885-1913, September.
    15. Allison Koenecke & Hal Varian, 2020. "Synthetic Data Generation for Economists," Papers 2011.01374, arXiv.org, revised Nov 2020.
    16. Jesus Fernandez-Villaverde, 2020. "Simple Rules for a Complex World with Arti?cial Intelligence," PIER Working Paper Archive 20-010, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    17. Tengyuan Liang, 2020. "How Well Generative Adversarial Networks Learn Distributions," Working Papers 2020-154, Becker Friedman Institute for Research In Economics.
    18. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2021. "Deep Neural Networks for Estimation and Inference," Econometrica, Econometric Society, vol. 89(1), pages 181-213, January.
    19. Christian M. Dahl & Torben S. D. Johansen & Emil N. S{o}rensen & Christian E. Westermann & Simon F. Wittrock, 2021. "Applications of Machine Learning in Document Digitisation," Papers 2102.03239, arXiv.org.
    20. Jesús Fernández-Villaverde, 2021. "Has machine learning rendered simple rules obsolete?," European Journal of Law and Economics, Springer, vol. 52(2), pages 251-265, December.
    21. Jiaying Gu & Roger Koenker, 2020. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Papers 2012.12550, arXiv.org, revised Sep 2021.
    22. Kevin Han & Han Wu & Linjia Wu & Yu Shi & Canyao Liu, 2024. "Estimating Treatment Effects Using Observational Data and Experimental Data with Non-Overlapping Support," Econometrics, MDPI, vol. 12(3), pages 1-11, September.

  39. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.

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    1. Blankenship, Brian & Aklin, Michaël & Urpelainen, Johannes & Nandan, Vagisha, 2022. "Jobs for a just transition: Evidence on coal job preferences from India," Energy Policy, Elsevier, vol. 165(C).
    2. Pietro Sancassani, 2023. "Determinants and Consequences of Student Test Scores: Evidence from International, Big, and Text Data," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 102, July.
    3. Matthew A Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Discussion Papers 20-09, Department of Economics, University of Birmingham.
    4. Andrii Babii & Xi Chen & Eric Ghysels & Rohit Kumar, 2020. "Binary Choice under Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Algorithmic Fairness," Papers 2010.08463, arXiv.org, revised Nov 2025.
    5. Sebastian Doerr & Leonardo Gambacorta & José María Serena Garralda, 2021. "Big data and machine learning in central banking," BIS Working Papers 930, Bank for International Settlements.
    6. Sophie-Charlotte Klose & Johannes Lederer, 2020. "A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics," Papers 2006.12296, arXiv.org, revised Jun 2020.
    7. Lionel Fontagné & Francesca Micocci & Armando Rungi, 2025. "The heterogeneous impact of the EU-Canada agreement with causal machine learning," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04913313, HAL.
    8. Lidia Ceriani & Vladimir Hlasny & Paolo Verme, 2021. "Bottom Incomes and the Measurement of Poverty: A Brief Assessment of the Literature," Working Papers 589, ECINEQ, Society for the Study of Economic Inequality.
    9. Massimiliano Caporin & Mikhail Stolbov & Maria Shchepeleva, 2022. "What drives the expansion of research on banking crises? Cross-country evidence," Applied Economics, Taylor & Francis Journals, vol. 54(52), pages 6054-6064, November.
    10. Li, Qiang & An, Lian & Zhang, Ren, 2023. "Corruption drives brain drain: Cross-country evidence from machine learning," Economic Modelling, Elsevier, vol. 126(C).
    11. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    12. Yamin Du & Huanhuan Cheng & Qing Liu & Song Tan, 2024. "The delayed and combinatorial response of online public opinion to the real world: An inquiry into news texts during the COVID-19 era," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    13. Zhang, Han, 2021. "How Using Machine Learning Classification as a Variable in Regression Leads to Attenuation Bias and What to Do About It," SocArXiv 453jk, Center for Open Science.
    14. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    15. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    16. Felix Chopra & Ingar Haaland & Ingar K. Haaland, 2023. "Conducting Qualitative Interviews with AI," CESifo Working Paper Series 10666, CESifo.
    17. TELLO, Mario D., 2024. "Inversión Pública En Infraestructura Y Crecimiento Regional En Perú, 2005-2020: Un Análisis Basado En Técnicas De Aprendizaje Automático Causal," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 24(2), pages 195-222.
    18. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    19. Andrei Dubovik & Adam Elbourne & Bram Hendriks & Mark Kattenberg, 2022. "Forecasting World Trade Using Big Data and Machine Learning Techniques," CPB Discussion Paper 441, CPB Netherlands Bureau for Economic Policy Analysis.
    20. Colak, Gonul & Fu, Mengchuan & Hasan, Iftekhar, 2022. "On modeling IPO failure risk," Economic Modelling, Elsevier, vol. 109(C).
    21. Gavoille, Nicolas & Zasova, Anna, 2023. "What we pay in the shadows: Labor tax evasion, minimum wage hike and employment," Journal of Public Economics, Elsevier, vol. 228(C).
    22. Paglialunga, Elena & Resce, Giuliano & Zanoni, Angela, 2025. "Predicting Regional Unemployment in the EU," Economics & Statistics Discussion Papers esdp25101, University of Molise, Department of Economics.
    23. Delprato, Marcos & Frola, Alessia & Antequera, Germán, 2022. "Indigenous and non-Indigenous proficiency gaps for out-of-school and in-school populations: A machine learning approach," International Journal of Educational Development, Elsevier, vol. 93(C).
    24. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    25. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    26. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    27. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    28. Carlos Fernández-Loría & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2023. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Information Systems Research, INFORMS, vol. 34(2), pages 786-803, June.
    29. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
    30. Patrick Lehnert & Michael Niederberger & Uschi Backes-Gellner & Eric Bettinger, 2020. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps Across Time and Space," Economics of Education Working Paper Series 0165, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
    31. Kota Sugimoto, 2024. "Competitive effects of implicit auction on interconnectors: evidence from Japan," Journal of Regulatory Economics, Springer, vol. 66(1), pages 95-134, August.
    32. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    33. Khudri, Md Mohsan & Hussey, Andrew, 2024. "Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning," IZA Discussion Papers 17080, Institute of Labor Economics (IZA).
    34. Brunori, Paolo & Salas Rojo, Pedro & Verne, Paolo, 2022. "Estimating inequality with missing incomes," LSE Research Online Documents on Economics 115932, London School of Economics and Political Science, LSE Library.
    35. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
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    39. Albanesi, Stefania & Vamossy, Domonkos, 2019. "Predicting Consumer Default: A Deep Learning Approach," CEPR Discussion Papers 13914, C.E.P.R. Discussion Papers.
    40. Byron Botha & Rulof Burger & Kevin Kotz & Neil Rankin & Daan Steenkamp, 2022. "Big data forecasting of South African inflation," Working Papers 11022, South African Reserve Bank.
    41. Donna B. Gilleskie, 2021. "In sickness and in health, until death do us part: A case for theory," Southern Economic Journal, John Wiley & Sons, vol. 87(3), pages 753-768, January.
    42. Mark Musumba & Naureen Fatema & Shahriar Kibriya, 2021. "Prevention Is Better Than Cure: Machine Learning Approach to Conflict Prediction in Sub-Saharan Africa," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
    43. Liyang Tang, 2020. "Application of Nonlinear Autoregressive with Exogenous Input (NARX) neural network in macroeconomic forecasting, national goal setting and global competitiveness assessment," Papers 2005.08735, arXiv.org.
    44. Falco J. Bargagli-Stoffi & Jan Niederreiter & Massimo Riccaboni, 2020. "Supervised learning for the prediction of firm dynamics," Papers 2009.06413, arXiv.org.
    45. Limosani, Michele & Millemaci, Emanuele & Mustica, Paolo, 2025. "Do green policies enhance short-term economic growth? Assessing EU Recovery and Resilience Plans through the lens of Sustainable Development Goals," Economic Modelling, Elsevier, vol. 147(C).
    46. Daniel Levy & Tamir Mayer & Alon Raviv, 2022. "Economists in the 2008 Financial Crisis: Slow to See, Fast to Act," Working Papers 2022-01, Bar-Ilan University, Department of Economics.
    47. Anna Baiardi & Andrea A. Naghi, 2021. "The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies," Tinbergen Institute Discussion Papers 21-001/V, Tinbergen Institute.
    48. Gianluca Stefani & Mario Biggeri & Lucia Ferrone, 2022. "Sustainable Transitions Narratives: An Analysis of the Literature through Topic Modelling," Sustainability, MDPI, vol. 14(4), pages 1-25, February.
    49. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Iqbal, Nadeem & Saydaliev, Hayot Berk, 2022. "The role of technological progress and renewable energy deployment in green economic growth," Renewable Energy, Elsevier, vol. 190(C), pages 777-787.
    50. Dario Sansone & Anna Zhu, 2020. "Using Machine Learning to Create an Early Warning System for Welfare Recipients," Papers 2011.12057, arXiv.org, revised May 2021.
    51. Frederico Finan & Demian Pouzo, 2021. "Reinforcing RCTs with Multiple Priors while Learning about External Validity," Papers 2112.09170, arXiv.org, revised Sep 2024.
    52. Fluchtmann, Jonas & Glenny, Anita Marie & Harmon, Nikolaj & Maibom, Jonas, 2021. "The Gender Application Gap: Do Men and Women Apply for the Same Jobs?," IZA Discussion Papers 14906, Institute of Labor Economics (IZA).
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    58. Eric-Jan Wagenmakers & Alexandra Sarafoglou & Sil Aarts & Casper Albers & Johannes Algermissen & Štěpán Bahník & Noah Dongen & Rink Hoekstra & David Moreau & Don Ravenzwaaij & Aljaž Sluga & Franziska , 2021. "Seven steps toward more transparency in statistical practice," Nature Human Behaviour, Nature, vol. 5(11), pages 1473-1480, November.
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    289. Ben Jabeur, Sami & Bakkar, Yassine & Cepni, Oguzhan, 2025. "Do global COVOL and geopolitical risks affect clean energy prices? Evidence from explainable artificial intelligence models," Energy Economics, Elsevier, vol. 141(C).
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    292. Maria Ana Matias & Rita Santos & Panos Kasteridis & Katja Grasic & Anne Mason & Nigel Rice, 2022. "Approaches to projecting future healthcare demand," Working Papers 186cherp, Centre for Health Economics, University of York.
    293. Bessen, James & Impink, Stephen Michael & Reichensperger, Lydia & Seamans, Robert, 2022. "The role of data for AI startup growth," Research Policy, Elsevier, vol. 51(5).
    294. Michael Lechner, 2023. "Causal Machine Learning and its use for public policy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-15, December.
    295. David Imhof & Hannes Wallimann, 2021. "Detecting bid-rigging coalitions in different countries and auction formats," Papers 2105.00337, arXiv.org.
    296. Guan‐Yuan Wang, 2023. "The effect of environment on housing prices: Evidence from the Google Street View," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(2), pages 288-311, March.
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    299. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.
    300. Victor Quintas-Martinez, 2022. "Finite-Sample Guarantees for High-Dimensional DML," Papers 2206.07386, arXiv.org.
    301. Gutierrez-Lythgoe, Antonio, 2023. "Autoempleo y Machine Learning: Una aplicación para España [Self-employment and Machine Learning: An application for Spain]," MPRA Paper 117275, University Library of Munich, Germany.
    302. Sokbae Lee & Yuan Liao & Myung Hwan Seo & Youngki Shin, 2022. "Fast Inference for Quantile Regression with Tens of Millions of Observations," Papers 2209.14502, arXiv.org, revised Oct 2023.
    303. Yang Yi & Le Wen & Shan He, 2022. "Partitioning for “Common but Differentiated” Precise Air Pollution Governance: A Combined Machine Learning and Spatial Econometric Approach," Energies, MDPI, vol. 15(9), pages 1-23, May.
    304. Ioannis Kyriakou & Parastoo Mousavi & Jens Perch Nielsen & Michael Scholz, 2019. "Machine Learning for Forecasting Excess Stock Returns The Five-Year-View," Graz Economics Papers 2019-06, University of Graz, Department of Economics.
    305. Tomás Marinozzi & Leandro Nallar & Sergio Pernice, 2021. "Intuitive Mathematical Economics Series. General Equilibrium Models and the Gradient Field Method," CEMA Working Papers: Serie Documentos de Trabajo. 820, Universidad del CEMA.
    306. Wong, Jason Chun Yu & Blankenship, Brian & Urpelainen, Johannes & Balani, Kanika & Ganesan, Karthik & Bharadwaj, Kapardhi, 2022. "Understanding electricity billing preferences in rural and urban India: Evidence from a conjoint experiment," Energy Economics, Elsevier, vol. 106(C).
    307. Atal, Juan Pablo & Fang, Hanming & Karlsson, Martin & Ziebarth, Nicolas R., 2021. "Long-term health insurance: Theory meets evidence," ZEW Discussion Papers 21-094, ZEW - Leibniz Centre for European Economic Research.
    308. Wishnu Badrawani, 2025. "An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia," Papers 2506.10369, arXiv.org.
    309. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
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    311. Giorgio Gnecco & Federico Nutarelli & Massimo Riccaboni, 2023. "Matrix completion of world trade: An analysis of interpretability through Shapley values," The World Economy, Wiley Blackwell, vol. 46(9), pages 2707-2731, September.
    312. Strittmatter, Anthony, 2023. "What is the value added by using causal machine learning methods in a welfare experiment evaluation?," Labour Economics, Elsevier, vol. 84(C).
    313. Hans Genberg & Özer Karagedikli, 2021. "Machine Learning and Central Banks: Ready for Prime Time?," Working Papers wp43, South East Asian Central Banks (SEACEN) Research and Training Centre.
    314. Ay, Jean-Sauveur & Le Gallo, Julie, 2021. "The Signaling Values of Nested Wine Names," Working Papers 321851, American Association of Wine Economists.
    315. Salvatore Cardillo & Raffaele Gallo & Francesco Guarino, 2021. "Main challenges and prospects for the European banking sector: a critical review of the ongoing debate," Questioni di Economia e Finanza (Occasional Papers) 634, Bank of Italy, Economic Research and International Relations Area.
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  40. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019. "Optimal Experimental Design for Staggered Rollouts," Papers 1911.03764, arXiv.org, revised Sep 2023.

    Cited by:

    1. Lorenzo Masoero & Suhas Vijaykumar & Thomas Richardson & James McQueen & Ido Rosen & Brian Burdick & Pat Bajari & Guido Imbens, 2021. "Multiple Randomization Designs: Estimation and Inference with Interference," Papers 2112.13495, arXiv.org, revised Dec 2025.
    2. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    3. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    4. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
    5. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Jan 2026.
    6. Maria Petrova & Ananya Sen & Pinar Yildirim, 2021. "Social Media and Political Contributions: The Impact of New Technology on Political Competition," Management Science, INFORMS, vol. 67(5), pages 2997-3021, May.
    7. Kathryn N. Vasilaky & J. Michelle Brock, 2020. "Power(ful) guidelines for experimental economists," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 6(2), pages 189-212, December.
    8. Hirano, Keisuke & Porter, Jack R., 2020. "Asymptotic analysis of statistical decision rules in econometrics," Handbook of Econometrics, in: Steven N. Durlauf & Lars Peter Hansen & James J. Heckman & Rosa L. Matzkin (ed.), Handbook of Econometrics, edition 1, volume 7, chapter 0, pages 283-354, Elsevier.
    9. Jinglong Zhao & Zijie Zhou, 2022. "Pigeonhole Design: Balancing Sequential Experiments from an Online Matching Perspective," Papers 2201.12936, arXiv.org, revised May 2024.
    10. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
    11. Vivek F. Farias & Andrew A. Li & Tianyi Peng, 2021. "Learning Treatment Effects in Panels with General Intervention Patterns," Papers 2106.02780, arXiv.org, revised Mar 2023.
    12. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Brocco & Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org, revised Dec 2025.
    13. Shuze Chen & David Simchi-Levi & Chonghuan Wang, 2024. "Improving the Estimation of Lifetime Effects in A/B Testing via Treatment Locality," Papers 2407.19618, arXiv.org, revised Sep 2025.
    14. Retsef Levi & Elisabeth Paulson & Georgia Perakis & Emily Zhang, 2024. "Heterogeneous Treatment Effects in Panel Data," Papers 2406.05633, arXiv.org.
    15. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.

  41. Rob Donnelly & Francisco R. Ruiz & David Blei & Susan Athey, 2019. "Counterfactual Inference for Consumer Choice Across Many Product Categories," Papers 1906.02635, arXiv.org, revised Aug 2023.

    Cited by:

    1. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    2. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    3. Du, Tianyu & Kanodia, Ayush & Athey, Susan, 2023. "Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python," Research Papers 4106, Stanford University, Graduate School of Business.
    4. Adair Morse & Karen Pence, 2020. "Technological Innovation and Discrimination in Household Finance," NBER Working Papers 26739, National Bureau of Economic Research, Inc.
    5. Susan Athey & Herman Brunborg & Tianyu Du & Ayush Kanodia & Keyon Vafa, 2024. "LABOR-LLM: Language-Based Occupational Representations with Large Language Models," Papers 2406.17972, arXiv.org, revised Jan 2026.
    6. Yiyan Huang & Cheuk Hang Leung & Siyi Wang & Yijun Li & Qi Wu, 2024. "Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators," Papers 2402.18392, arXiv.org, revised Oct 2024.
    7. Krueger, Rico & Bierlaire, Michel & Daziano, Ricardo A. & Rashidi, Taha H. & Bansal, Prateek, 2021. "Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity," Journal of choice modelling, Elsevier, vol. 41(C).
    8. Henrika Langen & Martin Huber, 2022. "How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign," Papers 2204.10820, arXiv.org, revised Jun 2022.
    9. Susan Athey, 2018. "The Impact of Machine Learning on Economics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 507-547, National Bureau of Economic Research, Inc.
    10. Adam N. Smith & Jim E. Griffin, 2023. "Shrinkage priors for high-dimensional demand estimation," Quantitative Marketing and Economics (QME), Springer, vol. 21(1), pages 95-146, March.
    11. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2021. "Optimal Price Targeting," CESifo Working Paper Series 9439, CESifo.

  42. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," Papers 1903.10079, arXiv.org.

    Cited by:

    1. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    2. Fetzer, Thiemo & Wang, Shizhuo, 2020. "Measuring the Regional Economic Cost of Brexit: Evidence up to 2019," CEPR Discussion Papers 15051, C.E.P.R. Discussion Papers.
    3. Danielsson, Jon & Macrae, Robert & Uthemann, Andreas, 2022. "Artificial intelligence and systemic risk," LSE Research Online Documents on Economics 111601, London School of Economics and Political Science, LSE Library.
    4. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    5. Newell, Richard G. & Prest, Brian C. & Sexton, Steven, 2020. "The GDP Temperature Relationship: Implications for Climate Change Damages," RFF Working Paper Series 18-17, Resources for the Future.
    6. Lenza, Michele & Moutachaker, Inès & Paredes, Joan, 2023. "Density forecasts of inflation: a quantile regression forest approach," Working Paper Series 2830, European Central Bank.
    7. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    8. Shafiullah Qureshi & Ba Chu & Fanny S. Demers, 2021. "Forecasting Canadian GDP Growth with Machine Learning," Carleton Economic Papers 21-05, Carleton University, Department of Economics.
    9. Povilas Lastauskas & Julius Stakenas, 2019. "Does It Matter When Labor Market Reforms Are Implemented? The Role of the Monetary Policy Environment," Bank of Lithuania Working Paper Series 66, Bank of Lithuania.
    10. Hollingsworth, Alex & Wing, Coady, 2020. "Tactics for design and inference in synthetic control studies: An applied example using high-dimensional data," SocArXiv fc9xt, Center for Open Science.
    11. Surender Kumar & Madhu Khanna, 2019. "Temperature and Production Efficiency Growth: Empirical Evidence," Working papers 298, Centre for Development Economics, Delhi School of Economics.
    12. Gabriel Loumeau & Christian Stettler, 2021. "Fiscal Autonomy and Self-Determination," CESifo Working Paper Series 9445, CESifo.
    13. Hoang, Daniel & Wiegratz, Kevin, 2022. "Machine learning methods in finance: Recent applications and prospects," Working Paper Series in Economics 158, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    14. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    15. Jesus Fernandez-Villaverde, 2020. "Simple Rules for a Complex World with Arti?cial Intelligence," PIER Working Paper Archive 20-010, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    16. Domenico Giannone & Michele Lenza & Giorgio E. Primiceri, 2021. "Economic Predictions With Big Data: The Illusion of Sparsity," Econometrica, Econometric Society, vol. 89(5), pages 2409-2437, September.
    17. Rong J. B. Zhu, 2023. "Synthetic Regressing Control," Papers 2306.02584, arXiv.org, revised Jan 2026.
    18. Povilas Lastauskas & Julius Stak.enas, 2024. "Labor Market Policies in High- and Low-Interest Rate Environments: Evidence from the Euro Area," Papers 2410.12024, arXiv.org.
    19. Jesús Fernández-Villaverde, 2021. "Has machine learning rendered simple rules obsolete?," European Journal of Law and Economics, Springer, vol. 52(2), pages 251-265, December.
    20. Duarte, Victor & Duarte, Diogo & Fonseca, Julia & Montecinos, Alexis, 2020. "Benchmarking machine-learning software and hardware for quantitative economics," Journal of Economic Dynamics and Control, Elsevier, vol. 111(C).
    21. Cerqua, Augusto & Letta, Marco, 2020. "Local economies amidst the COVID-19 crisis in Italy: a tale of diverging trajectories," MPRA Paper 104404, University Library of Munich, Germany.
    22. Mika Ylinen & Mikko Ranta, 2024. "Employer ratings in social media and firm performance: Evidence from an explainable machine learning approach," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 247-276, March.
    23. Sandro Heiniger, 2024. "Data-driven model selection within the matrix completion method for causal panel data models," Papers 2402.01069, arXiv.org.

  43. Zhengyuan Zhou & Susan Athey & Stefan Wager, 2018. "Offline Multi-Action Policy Learning: Generalization and Optimization," Papers 1810.04778, arXiv.org, revised Nov 2018.

    Cited by:

    1. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Sep 2024.
    2. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
    3. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    4. Cameron Batt, 2025. "Optimizing Micro-Targeted Ad Delivery Through Multi-Armed Bandit Algorithms and Neural Networks," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 8(02), pages 348-383.
    5. Bart Cockx & Michael Lechner & Joost Bollens, 2020. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," LIDAM Discussion Papers IRES 2020016, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    6. Zhaonan Qu & Isabella Qian & Zhengyuan Zhou, 2020. "Interpretable Personalization via Policy Learning with Linear Decision Boundaries," Papers 2003.07545, arXiv.org, revised Nov 2022.
    7. Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
    8. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    9. Goller, Daniel & Harrer, Tamara & Lechner, Michael & Wolff, Joachim, 2021. "Active labour market policies for the long-term unemployed: New evidence from causal machine learning," Economics Working Paper Series 2108, University of St. Gallen, School of Economics and Political Science.
    10. Weibin Mo & Yufeng Liu, 2022. "Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment‐free effect models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 440-472, April.
    11. James Cussens & Julia Hatamyar & Vishalie Shah & Noemi Kreif, 2025. "Fast Learning of Optimal Policy Trees," Papers 2506.15435, arXiv.org.
    12. Masahiro Kato, 2020. "Confidence Interval for Off-Policy Evaluation from Dependent Samples via Bandit Algorithm: Approach from Standardized Martingales," Papers 2006.06982, arXiv.org.
    13. Anya Shchetkina, 2025. "Blind Targeting: Personalization under Third-Party Privacy Constraints," Papers 2507.05175, arXiv.org.
    14. Albert Chiu, 2025. "An Algorithm for Identifying Interpretable Subgroups With Elevated Treatment Effects," Papers 2507.09494, arXiv.org.
    15. Kitagawa, Toru & Wang, Guanyi, 2023. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," Journal of Econometrics, Elsevier, vol. 232(1), pages 109-131.
    16. Giovanni Cerulli & Francesco Caracciolo, 2025. "Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation," Papers 2510.05007, arXiv.org.
    17. Yanqin Fan & Yuan Qi & Gaoqian Xu, 2025. "Policy Learning with $\alpha$-Expected Welfare," Papers 2505.00256, arXiv.org.
    18. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Causal Machine-Learning Approach," Papers 2103.10251, arXiv.org, revised Sep 2021.
    19. Athey, Susan & Keleher, Niall & Spiess, Jann, 2025. "Machine learning who to nudge: Causal vs predictive targeting in a field experiment on student financial aid renewal," Journal of Econometrics, Elsevier, vol. 249(PC).
    20. Jann Spiess & Vasilis Syrgkanis & Victor Yaneng Wang, 2021. "Finding Subgroups with Significant Treatment Effects," Papers 2103.07066, arXiv.org, revised Dec 2023.
    21. Erik Sverdrup & Han Wu & Susan Athey & Stefan Wager, 2023. "Qini Curves for Multi-Armed Treatment Rules," Papers 2306.11979, arXiv.org, revised Oct 2024.
    22. Shosei Sakaguchi, 2021. "Estimation of Optimal Dynamic Treatment Assignment Rules under Policy Constraints," Papers 2106.05031, arXiv.org, revised Aug 2024.
    23. Garbero, Alessandra & Sakos, Grayson & Cerulli, Giovanni, 2023. "Towards data-driven project design: Providing optimal treatment rules for development projects," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    24. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Using Experiments to Correct for Selection in Observational Studies," Papers 2006.09676, arXiv.org, revised May 2025.
    25. Matthew A. Masten, 2023. "Minimax-regret treatment rules with many treatments," The Japanese Economic Review, Springer, vol. 74(4), pages 501-537, October.
    26. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    27. Zequn Jin & Gaoqian Xu & Xi Zheng & Yahong Zhou, 2025. "Policy Learning under Unobserved Confounding: A Robust and Efficient Approach," Papers 2507.20550, arXiv.org.
    28. Patrick Rehill & Nicholas Biddle, 2025. "Policy Learning for Many Outcomes of Interest: Combining Optimal Policy Trees with Multi-objective Bayesian Optimisation," Computational Economics, Springer;Society for Computational Economics, vol. 66(2), pages 971-1001, August.
    29. Danielle Li & Lindsey R. Raymond & Peter Bergman, 2020. "Hiring as Exploration," NBER Working Papers 27736, National Bureau of Economic Research, Inc.
    30. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Machine-Learning Approach," CESifo Working Paper Series 9037, CESifo.
    31. Toru Kitagawa & Guanyi Wang, 2020. "Who Should Get Vaccinated? Individualized Allocation of Vaccines Over SIR Network," Papers 2012.04055, arXiv.org, revised Jul 2021.
    32. Toru Kitagawa & Guanyi Wang, 2020. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP59/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    33. Ruohan Zhan & Zhimei Ren & Susan Athey & Zhengyuan Zhou, 2021. "Policy Learning with Adaptively Collected Data," Papers 2105.02344, arXiv.org, revised Nov 2022.

  44. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.

    Cited by:

    1. Gary Charness & Brian Jabarian & John List, 2023. "Generation Next: Experimentation with AI," Artefactual Field Experiments 00777, The Field Experiments Website.
    2. Greiff, Matthias & Paetzel, Fabian, 2020. "Information about average evaluations spurs cooperation: An experiment on noisy reputation systems," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 334-356.
    3. Jürgen Rösch, 2024. "Market entry as a marketplace owner: when and why should you sell on your marketplace?," Journal of Business Economics, Springer, vol. 94(3), pages 525-541, April.
    4. Rickard Nyman & Paul Ormerod, 2020. "Understanding the Great Recession Using Machine Learning Algorithms," Papers 2001.02115, arXiv.org.
    5. Abraham K. Song, 2019. "The Digital Entrepreneurial Ecosystem—a critique and reconfiguration," Small Business Economics, Springer, vol. 53(3), pages 569-590, October.
    6. Stefan Wager & Kuang Xu, 2021. "Experimenting in Equilibrium," Management Science, INFORMS, vol. 67(11), pages 6694-6715, November.
    7. Gallin, Joshua & Molloy, Raven & Nielsen, Eric & Smith, Paul & Sommer, Kamila, 2021. "Measuring aggregate housing wealth: New insights from machine learning ☆," Journal of Housing Economics, Elsevier, vol. 51(C).
    8. Deshpande, Advait, 2020. "The potential influence of machine learning and data science on the future of economics: Overview of highly-cited research," SocArXiv 9nh8g, Center for Open Science.
    9. Brett R Gordon & Kinshuk Jerath & Zsolt Katona & Sridhar Narayanan & Jiwoong Shin & Kenneth C Wilbur, 2019. "Inefficiencies in Digital Advertising Markets," Papers 1912.09012, arXiv.org, revised Feb 2020.
    10. Boto-García, David & Leoni, Veronica, 2024. "Noisy signals: Does rating volatility depend on the length of the consumption span?," Economic Modelling, Elsevier, vol. 139(C).
    11. Gružauskas Valentas & Čalnerytė Dalia & Fyleris Tautvydas & Kriščiūnas Andrius, 2021. "Application of Multivariate Time Series Cluster Analysis to Regional Socioeconomic Indicators of Municipalities," Real Estate Management and Valuation, Sciendo, vol. 29(3), pages 39-51, September.
    12. Stefan Wager & Kuang Xu, 2019. "Experimenting in Equilibrium," Papers 1903.02124, arXiv.org, revised Jun 2020.
    13. Thomas V Maher & Charles Seguin & Yongjun Zhang & Andrew P Davis, 2020. "Social scientists’ testimony before Congress in the United States between 1946-2016, trends from a new dataset," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-13, March.
    14. Kuroki, Masanori, 2021. "Using Python and Google Colab to teach undergraduate microeconomic theory," International Review of Economics Education, Elsevier, vol. 38(C).
    15. Larin, Sergey & Khrustalev, Evgeny & Ermakova, Yasmina, 2023. "Characteristics of markets for the creation of innovative products and their impact on the mechanisms of interaction between the subjects of the innovation infrastructure," MPRA Paper 119340, University Library of Munich, Germany, revised 28 Apr 2023.
    16. Yuting Xiao & Buwajian Abula, 2024. "RETRACTED ARTICLE: Examining the Impact of Digital Economy on Agricultural Trade Efficiency in RCEP Region: A Perspective Based on Spatial Spillover Effects," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 9907-9934, September.
    17. Nicolas Petit & David J Teece, 2021. "Innovating Big Tech firms and competition policy: favoring dynamic over static competition [Patterns of industrial innovation]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(5), pages 1168-1198.
    18. Valentiny, Pál, 2024. "Mennyire innovatívak a Big Tech vállalatok? [How innovative are Big Tech companies?]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 22-56.
    19. Bessen, James & Impink, Stephen Michael & Reichensperger, Lydia & Seamans, Robert, 2022. "The role of data for AI startup growth," Research Policy, Elsevier, vol. 51(5).
    20. Jizhou Liu & Azeem M. Shaikh & Panos Toulis, 2025. "Randomization Inference in Two-Sided Market Experiments," Papers 2504.06215, arXiv.org.
    21. Apostolos Filippas & John J. Horton & Richard J. Zeckhauser, 2020. "Owning, Using, and Renting: Some Simple Economics of the “Sharing Economy”," Management Science, INFORMS, vol. 66(9), pages 4152-4172, September.
    22. Krügel, Jan Philipp & Paetzel, Fabian, 2024. "The impact of fraud on reputation systems," Games and Economic Behavior, Elsevier, vol. 144(C), pages 329-354.
    23. Michael Lechner, 2023. "Causal Machine Learning and its use for public policy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-15, December.
    24. He, Muyuan & Chen, Aizhen & Han, Yutong & He, Chengying & Geng, Xiaoxu, 2025. "Effects of chief economists in financial institutions on capital market development," International Review of Financial Analysis, Elsevier, vol. 105(C).
    25. Michael G Jacobides & Ioannis Lianos, 2021. "Regulating platforms and ecosystems: an introduction [Ecosystem as structure: an actionable construct for strategy]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(5), pages 1131-1142.
    26. Krügel, Jan Philipp & Paetzel, Fabian, 2021. "The Impact of Fake Reviews on Reputation Systems and Efficiency," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242415, Verein für Socialpolitik / German Economic Association.
    27. Jacobides, Michael G. & Cennamo, Carmelo & Gawer, Annabelle, 2024. "Externalities and complementarities in platforms and ecosystems: From structural solutions to endogenous failures," Research Policy, Elsevier, vol. 53(1).

  45. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2018. "Synthetic Difference in Differences," Papers 1812.09970, arXiv.org, revised Jul 2021.

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    1. Lu Zhang & Xiaomeng Zhang & Xinyu Zhang, 2024. "Asymptotic Properties of the Distributional Synthetic Controls," Papers 2405.00953, arXiv.org, revised Aug 2024.
    2. Ron Berman & Ayelet Israeli, 2022. "The Value of Descriptive Analytics: Evidence from Online Retailers," Marketing Science, INFORMS, vol. 41(6), pages 1074-1096, November.
    3. Adolfsen, Jakob Feveile & Heissel, Malte & Manu, Ana-Simona & Vinci, Francesca, 2024. "Burn now or never? Climate change exposure and investment of fossil fuel firms," Working Paper Series 2945, European Central Bank.
    4. Jaya Jumrani & J. V. Meenakshi, 2023. "How effective is a fat subsidy? Evidence from edible oil consumption in India," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 327-348, June.
    5. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    6. Dovern, Jonas & Frank, Johannes & Glas, Alexander & Müller, Lena Sophia & Perico Ortiz, Daniel, 2023. "Estimating pass-through rates for the 2022 tax reduction on fuel prices in Germany," Energy Economics, Elsevier, vol. 126(C).
    7. Md Abdul Bari & Md Khalid Bin Kamal & Mohammad Osman Gani & Ghulam Dastgir Khan & Mohammad Ajmal Khuram & Shamsul Hadi Shams, 2025. "Exploring the impact of secession on food prices: a case study of Sudan," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 13(1), pages 1-16, December.
    8. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
    9. Lu, Heyu & Li, Jiayang & Wu, Zongfa & Zeng, Yufeiyang, 2025. "Rethinking energy allocation: Can green finance be the solution? — Evidence from machine learning method," Energy, Elsevier, vol. 332(C).
    10. Carter, Colin A. & Steinbach, Sandro, 2024. "Did grain futures prices overreact to the Russia–Ukraine war due to herding?," Journal of Commodity Markets, Elsevier, vol. 35(C).
    11. Lijun Ma & Cong Liu & Yong Zhan, 2024. "How smart city construction affects destination tourism efficiency," Tourism Economics, , vol. 30(6), pages 1600-1623, September.
    12. Piero Basaglia & Sophie M. Behr & Moritz A. Drupp, 2025. "Fuel Taxation and Environmental Externalities: Evidence from the World’s Largest Environmental Tax Reform," CESifo Working Paper Series 11949, CESifo.
    13. Jan van Ours & Julie Moschion, 2025. "Lifting up the lives of extremely disadvantaged youth: The role of staying in school longer," Tinbergen Institute Discussion Papers 25-008/V, Tinbergen Institute.
    14. Belarouci, Matthieu & Vaillant, Nicolas & Wolff, François-Charles, 2024. "Did the French reform of the judicial map affect conciliation activities?," International Review of Law and Economics, Elsevier, vol. 77(C).
    15. Theresa Daniel & Maximilian Maurice Gail & Phil-Adrian Klotz, 2025. "From Highway to Rail? Germany’s Public Transport Ticket Experiment," MAGKS Papers on Economics 202507, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    16. Nuno Garoupa & Virginia Rosales & Rok Spruk, 2025. "Assaults on Judicial Independence under the Pretense of Modernization: Evidence from Venezuela," Papers 2511.10681, arXiv.org.
    17. Hannes Wallimann & Anna Mehr, 2025. "The Impact of the UEFA Women's EURO on Hotel Overnight Stays: Evidence from a Causal Analysis," Papers 2509.21421, arXiv.org.
    18. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    19. Guerra, Julia & Monteiro, Joana & Pecanha, Vinicius, 2025. "Crime prevention through urban requalification and municipal police presence," Economics Letters, Elsevier, vol. 254(C).
    20. Wenhui Liu & Guangqin Li, 2025. "Sci-tech finance and urban entrepreneurial activity: evidence from China," Economic Change and Restructuring, Springer, vol. 58(3), pages 1-31, June.
    21. Yongbin Huang & Hai Hong, 2023. "The heterogeneous impact of house purchase limits policy on housing prices: Comparison between elite and non‐elite school district houses," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(5), pages 1055-1078, September.
    22. Bingcheng Zhu & Hongyun Huang & Ying Liu & Ning Zhang, 2025. "Twin Goals, One Policy: Cost-Effective Collaborative Abatement via New Energy Cities," Working papers 2025rwp-260, Yonsei University, Yonsei Economics Research Institute.
    23. Augusto Cerqua & Marco Letta & Fiammetta Menchetti, 2023. "Causal inference and policy evaluation without a control group," Papers 2312.05858, arXiv.org, revised Oct 2024.
    24. Yoann Morin, 2024. "Synthetic Difference in Differences for Repeated Cross-Sectional Data," Papers 2409.20199, arXiv.org.
    25. Timo Mueller-Tribbensee & Klaus M. Miller & Bernd Skiera, 2024. "Paying for Privacy: Pay-or-Tracking Walls," Papers 2403.03610, arXiv.org.
    26. Colin P. Green & Ole Henning Nyhus & Kari Vea Salvanes, 2025. "Does testing young children influence educational attainment and wellbeing?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-21, March.
    27. Rutar, Tibor & Rutar, Minea, 2025. "Liberalizing reforms do not cause suicide: Causal estimation using matching, 1980–2019," Journal of Comparative Economics, Elsevier, vol. 53(1), pages 272-289.
    28. Shi, Wei & Wei, Jingran, 2023. "In the crossfire: Multinational companies and consumer boycotts," China Economic Review, Elsevier, vol. 77(C).
    29. Rupasingha, Anil & Davis, James C., 2024. "Early Impacts of Opportunity Zones on Minority and Rural Employment," 2024 Annual Meeting, July 28-30, New Orleans, LA 343540, Agricultural and Applied Economics Association.
    30. Romain Baeriswyl & Alex Oktay & Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
    31. Yi‐Ting Chen, 2020. "A distributional synthetic control method for policy evaluation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 505-525, August.
    32. Hobbs, Duncan & Strain, Michael R., 2024. "Do Reemployment Bonuses Increase Employment? Evidence from the Idaho Return to Work Bonus Program," IZA Discussion Papers 16924, Institute of Labor Economics (IZA).
    33. Bidisha Lahiri & Anurag Deb, 2022. "Impact of the Indian “demonetization” policy on its export performance," Empirical Economics, Springer, vol. 62(6), pages 2799-2825, June.
    34. Saleem, Adil & Zahid, R.M. Ammar & Sági, Judit, 2025. "Differential impact of adopting Islamic banking: A quasi-experimental approach," Research in International Business and Finance, Elsevier, vol. 76(C).
    35. Jianxian Wu, 2025. "Quantifying the Synergistic Effects of Sustainable Development Policies: A Quasi-natural Experiment Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 177(3), pages 1113-1136, April.
    36. Yang, Bingyan & Liu, Ruiming & Liu, Chuanbin & Shi, Yang, 2025. "Publish or perish: Up-or-out rules and research performance of universities," China Economic Review, Elsevier, vol. 89(C).
    37. Porreca, Zachary, 2023. "Gentrification, gun violence, and drug markets," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 235-256.
    38. Jan C. van Ours, 2024. "No Novelty Effect but a Honeymoon that Lasts On the Attendance Effects of New Football Stadiums," Tinbergen Institute Discussion Papers 24-010/V, Tinbergen Institute.
    39. Gregory DeAngelo & Rainita Narender & Rustam Romaniuc, 2024. "Nudging law enforcement: evidence from low priority initiatives," European Journal of Law and Economics, Springer, vol. 58(2), pages 321-354, October.
    40. Gao, Yihong & Gao, Jiayan, 2023. "Low-carbon transformation and corporate cash holdings," Finance Research Letters, Elsevier, vol. 54(C).
    41. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    42. Shen, Weiteng & Yu, Xuan & Sun, Tong & Pan, Tiejun & Zhong, Shunbin, 2025. "The effects of internet infrastructure on carbon neutrality," International Review of Economics & Finance, Elsevier, vol. 99(C).
    43. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
    44. Cho, Moonhee & Joo, Hyungseok, 2024. "Sovereign default and FDI transactions: Evidence from Argentina," Economics Letters, Elsevier, vol. 243(C).
    45. Yu-Kai Huang & Richard T. Woodward, 2022. "Spillover Effects of Grocery Bag Legislation: Evidence of Bag Bans and Bag Fees," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(4), pages 711-741, April.
    46. Miguel Fajardo-Steinhauser, 2023. "Peace Dividends: The Economic Effects of Colombia's Peace Agreement," Papers 2301.01843, arXiv.org, revised Dec 2024.
    47. Brantly Callaway & Sonia Karami, 2020. "Treatment Effects in Interactive Fixed Effects Models with a Small Number of Time Periods," Papers 2006.15780, arXiv.org, revised Feb 2022.
    48. Yang Haodong & Liu Jialin & Wang Gaofeng, 2025. "Knowledge Innovation Effect of University Computing Power in China: Evidence from the top500 Supercomputers," Research in Higher Education, Springer;Association for Institutional Research, vol. 66(1), pages 1-30, February.
    49. Barney Hartman‐Glaser & Mark Thibodeau & Jiro Yoshida, 2023. "Cash to spend: IPO wealth and house prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(1), pages 68-102, January.
    50. Abman,Ryan Michael & Lundberg,Clark Christopher & Mclaren,John Edward & Ruta,Michele, 2023. "Child Labor Standards in Regional Trade Agreements : Theory and Evidence," Policy Research Working Paper Series 10331, The World Bank.
    51. Dallas Dotter & Duncan Chaplin & Maria Bartlett, "undated". "Impacts of School Reforms in Washington, DC on Student Achievement," Mathematica Policy Research Reports 44e95d7566434a21b8d57f951, Mathematica Policy Research.
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    54. Michele Baggio & Alberto Chong, 2020. "Free trade agreements and world obesity," Southern Economic Journal, John Wiley & Sons, vol. 87(1), pages 30-49, July.
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    61. Gonzalez, Felipe & Prem, Mounu, 2022. "The impact of police violence: Evidence from student protests," IAST Working Papers 22-128, Institute for Advanced Study in Toulouse (IAST).
    62. Gao, Zhiyuan & Zhao, Ying & Li, Lianqing & Hao, Yu, 2025. "How does supply chain digitalization enhance energy resilience? Empirical evidence from listed companies in China," Energy Economics, Elsevier, vol. 145(C).
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    294. Carlos Suarez, 2021. "Private management and strategic bidding behavior in electricity markets: Evidence from Colombia," IREA Working Papers 202102, University of Barcelona, Research Institute of Applied Economics, revised Jan 2021.
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    1. Sandrine Mesplé-Somps & Björn Nilsson, 2023. "Role models, aspirations and desire to migrate," Post-Print hal-04163958, HAL.
    2. 'Agoston Reguly, 2021. "Discovering Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Aug 2025.
    3. Brunori, Paolo & Hufe, Paul & Mahler, Daniel Gerszon, 2021. "The Roots of Inequality: Estimating Inequality of Opportunity from Regression Trees and Forests," IZA Discussion Papers 14689, Institute of Labor Economics (IZA).
    4. Michael Lechner & Jana Mareckova, 2022. "Modified Causal Forest," Papers 2209.03744, arXiv.org.
    5. Philippe Goulet Coulombe, 2024. "The macroeconomy as a random forest," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(3), pages 401-421, April.
    6. Guihua Wang & Jun Li & Wallace J. Hopp, 2022. "An Instrumental Variable Forest Approach for Detecting Heterogeneous Treatment Effects in Observational Studies," Management Science, INFORMS, vol. 68(5), pages 3399-3418, May.
    7. Andrea A. Naghi & Eoghan O'Neill & Martina Danielova Zaharieva, 2024. "The benefits of forecasting inflation with machine learning: New evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1321-1331, November.
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    10. Johann Pfitzinger, 2021. "An Interpretable Neural Network for Parameter Inference," Papers 2106.05536, arXiv.org.
    11. Peter Mueller & Fernando Andrés Quintana & Garritt L. Page, 2024. "Regression with Variable Dimension Covariates," Sankhya A: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 86(1), pages 185-198, November.

  48. Susan Athey & David Blei & Robert Donnelly & Francisco Ruiz & Tobias Schmidt, 2018. "Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data," Papers 1801.07826, arXiv.org.

    Cited by:

    1. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    2. Conlin, Michael & Dickert-Conlin, Stacy & Harris-Lagoudakis, Katherine, 2024. "Establishment level information as proxies for demand, congestion and social interaction," Economics Letters, Elsevier, vol. 241(C).
    3. Jason Greenberg & Daniel B. Sands & Gino Cattani & Joseph Porac, 2024. "Rating systems and increased heterogeneity in firm performance: Evidence from the New York City Restaurant Industry, 1994–2013," Strategic Management Journal, Wiley Blackwell, vol. 45(1), pages 36-65, January.
    4. Patacchini, Eleonora & Barwick, Panle Jia & Liu, Yanyan & Wu, Qi, 2019. "Information, Mobile Communication, and Referral Effects," CEPR Discussion Papers 13786, C.E.P.R. Discussion Papers.
    5. Syed Badruddoza & Modhurima Amin & Jill McCluskey, 2019. "Assessing the Importance of an Attribute in a Demand SystemStructural Model versus Machine Learning," Working Papers 2019-5, School of Economic Sciences, Washington State University.
    6. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    7. Klopack, Ben & Luco, Fernando, 2025. "JUE Insight: Measuring local consumption with payment cards and cell phone pings," Journal of Urban Economics, Elsevier, vol. 149(C).
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    9. J. Daniel Aromí & M. Paula Bonel & Julián Cristiá & Martín Llada, 2020. "Socio-economic status and mobility during the COVID-19 pandemic: An analysis of large Latin American urban areas," Asociación Argentina de Economía Política: Working Papers 4307, Asociación Argentina de Economía Política.
    10. Gaubert, Cécile & Couture, Victor & Handbury, Jessie & Hurst, Erik, 2020. "Income Growth and the Distributional Effects of Urban Spatial Sorting," CEPR Discussion Papers 14350, C.E.P.R. Discussion Papers.
    11. Natalie Coleman & Chenyue Liu & Yiqing Zhao & Ali Mostafavi, 2023. "Lifestyle pattern analysis unveils recovery trajectories of communities impacted by disasters," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    12. Krueger, Rico & Bierlaire, Michel & Daziano, Ricardo A. & Rashidi, Taha H. & Bansal, Prateek, 2021. "Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity," Journal of choice modelling, Elsevier, vol. 41(C).
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    14. Gregory Faletto, 2023. "Fused Extended Two-Way Fixed Effects for Difference-in-Differences With Staggered Adoptions," Papers 2312.05985, arXiv.org, revised Apr 2025.
    15. Xie, Lusi & Adamowicz, Wiktor & Lloyd-Smith, Patrick, 2023. "Spatial and temporal responses to incentives: An application to wildlife disease management," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    16. Charles, Kerwin Kofi & Guryan, Jonathan & Park, Kyung H., 2025. "Consumer sentiment towards Asians in the early days of the Covid-19 pandemic," Journal of Public Economics, Elsevier, vol. 247(C).
    17. Nathaniel H Merrill & Sarina F Atkinson & Kate K Mulvaney & Marisa J Mazzotta & Justin Bousquin, 2020. "Using data derived from cellular phone locations to estimate visitation to natural areas: An application to water recreation in New England, USA," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-19, April.
    18. Gabriel E. Kreindler & Yuhei Miyauchi, 2019. "Measuring Commuting and Economic Activity inside Cities with Cell Phone Records," Boston University - Department of Economics - Working Papers Series WP2020-006, Boston University - Department of Economics, revised Apr 2020.
    19. Federica Daniele & Mariona Segu & David Bounie & Youssouf Camara, 2022. "Bike-friendly cities: an opportunity for local businesses? Evidence from the city of Paris," Thema Working Papers 2022-09, THEMA (Théorie Economique, Modélisation et Applications), CY Cergy-Paris University, ESSEC and CNRS.
    20. Evan Munro & Serena Ng, 2019. "Latent Dirichlet Analysis of Categorical Survey Responses," Papers 1910.04883, arXiv.org, revised Jul 2020.

  49. Kuang, Kun & Xiong, Ruoxuan & Cui, Peng & Athey, Susan & Li, Bo, 2018. "Stable Predictions across Unknown Environments," Research Papers 3695, Stanford University, Graduate School of Business.

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    1. Liu, Zhi & Zheng, Xiao-Xue & Li, Deng-Feng & Liao, Chen-Nan & Sheu, Jiuh-Biing, 2021. "A novel cooperative game-based method to coordinate a sustainable supply chain under psychological uncertainty in fairness concerns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    2. Michael Gechter & Keisuke Hirano & Jean Lee & Mahreen Mahmud & Orville Mondal & Jonathan Morduch & Saravana Ravindran & Abu S. Shonchoy, 2024. "Selecting Experimental Sites for External Validity," Papers 2405.13241, arXiv.org.
    3. Jun Yu & Mingyao Ai & Zhiqiang Ye, 2024. "A review on design inspired subsampling for big data," Statistical Papers, Springer, vol. 65(2), pages 467-510, April.
    4. Qiang Liu & Yingtao Luo & Shu Wu & Zhen Zhang & Xiangnan Yue & Hong Jin & Liang Wang, 2022. "RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring," Papers 2206.00568, arXiv.org.
    5. Silva, Daiane Vitória da & Pavan, Ana Laura Raymundo & Faria, Luiz Carlos de & Piekarski, Cassiano Moro & Saavedra, Yovana María Barrera & Lopes Silva, Diogo A., 2024. "Opportunities to integrate Ecosystem Services into Life Cycle Assessment (LCA): a case study of milk production in Brazil," Ecosystem Services, Elsevier, vol. 69(C).
    6. Martínez-García, V. & Martínez-Paz, J.M. & Alcon, F., 2025. "Sustainability assessment of agricultural practices integrating both LCA and ecosystem services approaches," Ecosystem Services, Elsevier, vol. 72(C).

  50. Rudolph, Maja & Ruiz, Francisco & Athey, Susan & Blei, David, 2017. "Structured Embedding Models for Grouped Data," Research Papers repec:ecl:stabus:3597, Stanford University, Graduate School of Business.

    Cited by:

    1. Knox, George & Datta, Hannes, 2020. "Streaming Services and the Homogenization of Music Consumption," Other publications TiSEM 0e4d6202-dcc5-4834-ba93-a, Tilburg University, School of Economics and Management.
    2. van Loon, Austin, 2022. "Three Families of Automated Text Analysis," SocArXiv htnej, Center for Open Science.
    3. Du, Tianyu & Kanodia, Ayush & Athey, Susan, 2023. "Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python," Research Papers 4106, Stanford University, Graduate School of Business.
    4. André Greiner-Petter & Abdou Youssef & Terry Ruas & Bruce R. Miller & Moritz Schubotz & Akiko Aizawa & Bela Gipp, 2020. "Math-word embedding in math search and semantic extraction," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 3017-3046, December.

  51. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.

    Cited by:

    1. Lionel Fontagné & Francesca Micocci & Armando Rungi, 2025. "The heterogeneous impact of the EU-Canada agreement with causal machine learning," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04913313, HAL.
    2. Rafaty, R. & Dolphin, G. & Pretis, F., 2020. "Carbon pricing and the elasticity of CO2 emissions," Cambridge Working Papers in Economics 20116, Faculty of Economics, University of Cambridge.
    3. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
    4. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    5. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    6. Peter G. Klein & Robert Wuebker, 2020. "Corporate diversification and innovation: Managerial myopia or inefficient internal capital markets?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(8), pages 1403-1416, December.
    7. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
    8. Nuno Garoupa & Virginia Rosales & Rok Spruk, 2025. "Assaults on Judicial Independence under the Pretense of Modernization: Evidence from Venezuela," Papers 2511.10681, arXiv.org.
    9. Cengiz, Doruk & Tekgüç, Hasan, 2024. "Counterfactual reconciliation: Incorporating aggregation constraints for more accurate causal effect estimates," International Journal of Forecasting, Elsevier, vol. 40(2), pages 564-580.
    10. Ibtihal Ferwana & Lav R. Varshney, 2022. "Optimal Recovery for Causal Inference," Papers 2208.06729, arXiv.org, revised Dec 2023.
    11. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    12. Abhijit Mandal & Beste Hamiye Beyaztas & Soutir Bandyopadhyay, 2023. "Robust density power divergence estimates for panel data models," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 75(5), pages 773-798, October.
    13. Yong Cai, 2022. "Linear Regression with Centrality Measures," Papers 2210.10024, arXiv.org.
    14. Dallas Dotter & Duncan Chaplin & Maria Bartlett, "undated". "Impacts of School Reforms in Washington, DC on Student Achievement," Mathematica Policy Research Reports 44e95d7566434a21b8d57f951, Mathematica Policy Research.
    15. Bogatyrev, Konstantin & Stoetzer, Lukas, 2024. "Synthetic Control Methods for Proportions," OSF Preprints brhd3, Center for Open Science.
    16. Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," Post-Print hal-03098058, HAL.
    17. Andrei Zeleneev & Weisheng Zhang, 2025. "Tractable Estimation of Nonlinear Panels with Interactive Fixed Effects," Papers 2511.15427, arXiv.org.
    18. Ignacio Martinez & Jaume Vives-i-Bastida, 2022. "Bayesian and Frequentist Inference for Synthetic Controls," Papers 2206.01779, arXiv.org, revised Jul 2024.
    19. Ziwei Mei & Zhentao Shi & Peter C. B. Phillips, 2022. "The boosted HP filter is more general than you might think," Cowles Foundation Discussion Papers 2348, Cowles Foundation for Research in Economics, Yale University.
    20. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    21. Zhengge Tu & Jiayang Kong & Renjun Shen, 2022. "Smart City Projects Boost Urban Energy Efficiency in China," Sustainability, MDPI, vol. 14(3), pages 1-16, February.
    22. Irene Tafani & Massimo Riccaboni, 2025. "The impact of the EU–Turkey agreement on the number of lives lost at sea," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
    23. Keegan Harris & Anish Agarwal & Chara Podimata & Zhiwei Steven Wu, 2022. "Strategyproof Decision-Making in Panel Data Settings and Beyond," Papers 2211.14236, arXiv.org, revised Dec 2023.
    24. Jack (Peiyao) Ma & Andrea Mantovani & Carlo Reggiani & Annette Broocks & Néstor Duch-Brown, 2024. "The Price Effects of Prohibiting Price Parity Clauses: Evidence from International Hotel Groups," Economics Series Working Papers 1043, University of Oxford, Department of Economics.
    25. Nuno Garoupa & Rok Spruk, 2025. "Revolutions as structural breaks: the long-term economic and institutional consequences of the 1979 Iranian Revolution," Constitutional Political Economy, Springer, vol. 36(3), pages 273-301, September.
    26. Hainmueller, Jens & Marbach, Moritz & Hangartner, Dominik & Harder, Niklas & Vallizadeh, Ehsan, 2025. "Refugee Labor Market Integration at Scale: Evidence from Germany’s Fast-Track Employment Program," SocArXiv px9ew_v2, Center for Open Science.
    27. Woo-Mora, L. Guillermo, 2025. "Populism’s original sin: Short-term populist penalties and uncertainty traps," European Economic Review, Elsevier, vol. 172(C).
    28. Apoorva Lal & Daniel M Thompson, 2023. "Did Private Election Administration Funding Advantage Democrats in 2020?," Papers 2310.05275, arXiv.org.
    29. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    30. Taehyeon Koo & Zijian Guo, 2025. "Distributionally Robust Synthetic Control: Ensuring Robustness Against Highly Correlated Controls and Weight Shifts," Papers 2511.02632, arXiv.org, revised Jan 2026.
    31. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
    32. Angelo Forino & Andrea Mercatanti & Giacomo Morelli, 2025. "Propensity score with factor loadings: the effect of the Paris Agreement," Papers 2507.08764, arXiv.org.
    33. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    34. Jin, Sainan & Miao, Ke & Su, Liangjun, 2021. "On factor models with random missing: EM estimation, inference, and cross validation," Journal of Econometrics, Elsevier, vol. 222(1), pages 745-777.
    35. Finer, David Andrew, 2022. "No Shock Waves through Wall Street? Market Responses to the Risk of Nuclear War," Working Papers 318, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    36. Wu, Libo & Zhou, Yang, 2025. "Social norms and energy conservation in China," Resource and Energy Economics, Elsevier, vol. 82(C).
    37. Subodha Kumar & Liangfei Qiu & Arun Sen & Atish P. Sinha, 2022. "Putting analytics into action in care coordination research: Emerging issues and potential solutions," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2714-2738, June.
    38. Andersson, Henrik & Blind, Ina & Brunåker, Fabian & Dahlberg, Matz & Fredriksson, Greta & Granath, Jakob & Liang, Che-Yuan, 2023. "What's in a Label? On Neighbourhood Labelling, Stigma and Housing Prices," SocArXiv xu759, Center for Open Science.
    39. Cahan, Ercument & Bai, Jushan & Ng, Serena, 2023. "Factor-based imputation of missing values and covariances in panel data of large dimensions," Journal of Econometrics, Elsevier, vol. 233(1), pages 113-131.
    40. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019. "Optimal Experimental Design for Staggered Rollouts," Papers 1911.03764, arXiv.org, revised Sep 2023.
    41. Mantovani, Andrea & Reggiani, Carlo & Broocks, Annette & Duch-Brown, Nestor & Ma, Peiyao, 2022. "The Price Effects of Banning Price Parity Clauses in the EU: Evidence from International Hotel Groups," TSE Working Papers 22-1371, Toulouse School of Economics (TSE).
    42. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wuthrich, 2022. "Selection and parallel trends," Papers 2203.09001, arXiv.org, revised Feb 2026.
    43. Choi, Jungjun & Kwon, Hyukjun & Liao, Yuan, 2024. "Inference for low-rank completion without sample splitting with application to treatment effect estimation," Journal of Econometrics, Elsevier, vol. 240(1).
    44. Anish Agarwal & Munther Dahleh & Devavrat Shah & Dennis Shen, 2021. "Causal Matrix Completion," Papers 2109.15154, arXiv.org.
    45. Gissur Ó Erlingsson & Jonas Klarin & Eva Mörk, 2024. "Does size matter? Evidence from municipal splits," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 700-731, June.
    46. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," NBER Working Papers 25675, National Bureau of Economic Research, Inc.
    47. Kirill Borusyak & Peter Hull, 2023. "Nonrandom Exposure to Exogenous Shocks," Econometrica, Econometric Society, vol. 91(6), pages 2155-2185, November.
    48. Giulio Grossi, 2023. "The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(4), pages 1351-1375, October.
    49. Luis Alvarez & Bruno Ferman, 2025. "On the relationship between prediction intervals, tests of sharp nulls and inference on realized treatment effects in settings with few treated units," Papers 2506.14998, arXiv.org.
    50. Wei Tian, 2023. "Individual Causal Inference Using Panel Data With Multiple Outcomes," Papers 2306.01969, arXiv.org.
    51. Cameron M. Ellis & Martin F. Grace & Rhet A. Smith & Juan Zhang, 2022. "Medical cannabis and automobile accidents: Evidence from auto insurance," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 1878-1897, September.
    52. Jin Liu & Xingchen Xu & Xi Nan & Yongjun Li & Yong Tan, 2023. ""Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets," Papers 2308.05201, arXiv.org, revised Jun 2025.
    53. Angelos Alexopoulos & Ilias Kostarakos & Christos Mylonakis & Petros Varthalitis, 2025. "The heterogeneous causal effects of the EU's Cohesion Fund," Papers 2504.13223, arXiv.org, revised Jan 2026.
    54. Yiren Wang & Liangjun Su & Yichong Zhang, 2022. "Low-rank Panel Quantile Regression: Estimation and Inference," Papers 2210.11062, arXiv.org.
    55. Zhentao Shi & Jin Xi & Haitian Xie, 2025. "A Synthetic Business Cycle Approach to Counterfactual Analysis with Nonstationary Macroeconomic Data," Papers 2505.22388, arXiv.org.
    56. Lukas J. Hornung & Nico Stöckmann, 2024. "Protectionism in Disguise? EU Anti-Dumping Measures Targeting PRC Iron and Steel Products," Journal of Industry, Competition and Trade, Springer, vol. 24(1), pages 1-31, December.
    57. Muhammad Jehangir Amjad & Devavrat Shah & Dennis Shen, 2017. "Robust Synthetic Control," Papers 1711.06940, arXiv.org.
    58. Irene Botosaru & Bruno Ferman, 2019. "On the role of covariates in the synthetic control method," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 117-130.
    59. Wei Tian & Seojeong Lee & Valentyn Panchenko, 2023. "Synthetic Controls with Multiple Outcomes," Papers 2304.02272, arXiv.org, revised Jul 2024.
    60. Seonghoon Kim & Kanghyock Koh, 2022. "Health insurance and subjective well‐being: Evidence from two healthcare reforms in the United States," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 233-249, January.
    61. Aarushi Kalra, 2025. "Hate in the Time of Algorithms: Evidence on Online Behavior from a Large-Scale Experiment," Papers 2503.06244, arXiv.org.
    62. Chen Liang & Murat Tunc & Gordon Burtch, 2024. "The Market Consequences of Perceived Strategic Generosity: An Empirical Examination of NFT Charity Fundraisers," Papers 2401.12064, arXiv.org, revised Dec 2024.
    63. Cong Wang, 2024. "Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis," Papers 2408.09271, arXiv.org, revised Sep 2024.
    64. Dinesh Puranam & Vrinda Kadiyali & Vishal Narayan, 2021. "The Impact of Increase in Minimum Wages on Consumer Perceptions of Service: A Transformer Model of Online Restaurant Reviews," Marketing Science, INFORMS, vol. 40(5), pages 985-1004, September.
    65. Jungjun Choi & Hyukjun Kwon & Yuan Liao, 2023. "Inference for Low-rank Completion without Sample Splitting with Application to Treatment Effect Estimation," Papers 2307.16370, arXiv.org.
    66. Yang Zhou & Shigeto Kitano, 2024. "Effects of Capital Flow Management Measures on Wealth Inequality: New Evidence from Counterfactual Estimators," Discussion Paper Series DP2024-30, Research Institute for Economics & Business Administration, Kobe University, revised Dec 2024.
    67. Jianqing Fan & Kunpeng Li & Yuan Liao, 2020. "Recent Developments on Factor Models and its Applications in Econometric Learning," Papers 2009.10103, arXiv.org.
    68. Mani Bayani, 2021. "Robust PCA Synthetic Control," Papers 2108.12542, arXiv.org, revised Oct 2021.
    69. Aleksandar Keseljevic & Stefan Nikolic & Rok Spruk, 2025. "Ethnic Conflicts, Civil War and Economic Growth: Region-Level Evidence from former Yugoslavia," Papers 2505.02431, arXiv.org.
    70. Wen, Wen & Yang, Shuo & Walker, Richard M. & Zhou, Peng, 2025. "Effectiveness of collaborative policy tools for promoting electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 192(C).
    71. Boese-Schlosser, Vanessa A. & Eberhardt, Markus, 2023. "How Does Democracy Cause Growth?," Discussion Papers, Research Unit: Transformations of Democracy SP V 2023-501, WZB Berlin Social Science Center.
    72. Callaway, Brantly & Karami, Sonia, 2023. "Treatment effects in interactive fixed effects models with a small number of time periods," Journal of Econometrics, Elsevier, vol. 233(1), pages 184-208.
    73. Greta Laage & Emma Frejinger & Andrea Lodi & Guillaume Rabusseau, 2021. "Assessing the Impact: Does an Improvement to a Revenue Management System Lead to an Improved Revenue?," Papers 2101.10249, arXiv.org, revised Jun 2021.
    74. Alberto Abadie & Anish Agarwal & Raaz Dwivedi & Abhin Shah, 2024. "Doubly Robust Inference in Causal Latent Factor Models," Papers 2402.11652, arXiv.org, revised Oct 2024.
    75. Jungjun Choi & Hyukjun Kwon & Yuan Liao, 2023. "Inference for Low-rank Models without Estimating the Rank," Papers 2311.16440, arXiv.org, revised Oct 2024.
    76. Alexander Almeida & Susan Athey & Guido Imbens & Eva Lestant & Alexia Olaizola, 2025. "Estimating Variances for Causal Panel Data Estimators," Papers 2510.11841, arXiv.org, revised Nov 2025.
    77. Alexandre Belloni & Mingli Chen & Oscar Hernan Madrid Padilla & Zixuan & Wang, 2019. "High Dimensional Latent Panel Quantile Regression with an Application to Asset Pricing," Papers 1912.02151, arXiv.org, revised Aug 2022.
    78. Luis Costa & Vivek F. Farias & Patricio Foncea & Jingyuan (Donna) Gan & Ayush Garg & Ivo Rosa Montenegro & Kumarjit Pathak & Tianyi Peng & Dusan Popovic, 2023. "Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure," Interfaces, INFORMS, vol. 53(5), pages 336-349, September.
    79. Yiping Lu & Jiajin Li & Lexing Ying & Jose Blanchet, 2022. "Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls," Papers 2211.15241, arXiv.org.
    80. Alrababa’H, Ala’ & Marble, William & Mousa, Salma & Siegel, Alexandra A., 2021. "Can Exposure to Celebrities Reduce Prejudice? The Effect of Mohamed Salah on Islamophobic Behaviors and Attitudes," American Political Science Review, Cambridge University Press, vol. 115(4), pages 1111-1128, November.
    81. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Brocco & Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org, revised Dec 2025.
    82. Leonardo Madio & Matthew Mitchell & Martin Quinn & Carlo Reggiani, 2025. "Asymmetric Content Moderation in Search Markets: The Case of Adult Websites," CESifo Working Paper Series 11842, CESifo.
    83. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2023. "Same Root Different Leaves: Time Series and Cross‐Sectional Methods in Panel Data," Econometrica, Econometric Society, vol. 91(6), pages 2125-2154, November.
    84. Alberto Abadie & Anish Agarwal & Devavrat Shah, 2025. "A Causal Inference Framework for Data Rich Environments," Papers 2504.01702, arXiv.org.
    85. Guanhao Zhou & Yuefeng Han & Xiufan Yu, 2025. "Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models," Papers 2505.20536, arXiv.org.
    86. Rafaty, Ryan & Dolphin, Geoffroy & Pretis, Felix, 2025. "Carbon pricing and the elasticity of CO2 emissions," Energy Economics, Elsevier, vol. 144(C).
    87. Tzvetan Moev, 2025. "Correlated Synthetic Controls," Papers 2507.08918, arXiv.org.
    88. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
    89. Ruofan Xu & Jiti Gao & Tatsushi Oka & Yoon-Jae Whang, 2022. "Estimation of Heterogeneous Treatment Effects Using Quantile Regression with Interactive Fixed Effects," Monash Econometrics and Business Statistics Working Papers 13/22, Monash University, Department of Econometrics and Business Statistics.
    90. Dmitry Arkhangelsky & Aleksei Samkov, 2024. "Sequential Synthetic Difference in Differences," Papers 2404.00164, arXiv.org, revised Jun 2025.
    91. Ramah Al Balawi & Yuheng Hu & Liangfei Qiu, 2023. "Brand Crisis and Customer Relationship Management on Social Media: Evidence from a Natural Experiment from the Airline Industry," Information Systems Research, INFORMS, vol. 34(2), pages 442-462, June.
    92. Feliu Serra-Burriel & Pedro Delicado & Fernando M. Cucchietti, 2021. "Wildfires Vegetation Recovery through Satellite Remote Sensing and Functional Data Analysis," Mathematics, MDPI, vol. 9(11), pages 1-22, June.
    93. Biancalani, Francesco & Gnecco, Giorgio & Signori, Andrea & Vismara, Silvio, 2024. "Financing decisions following negative shocks in the product market: A matrix-completion study of the U.S. pharmaceutical industry," Economics Letters, Elsevier, vol. 243(C).
    94. Matthew J. McMahon & Sarah Marx Quintanar, 2024. "Separately measuring home‐field advantage for offenses and defenses: A panel‐data study of constituent channels within collegiate American football," Southern Economic Journal, John Wiley & Sons, vol. 90(4), pages 1060-1098, April.
    95. Bennato, Anna Rita & Davies, Stephen & Mariuzzo, Franco & Ormosi, Peter, 2021. "Mergers and innovation: Evidence from the hard disk drive market," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    96. Zongwu Cai & Ying Fang & Ming Lin & Zixuan Wu, 2023. "A Quasi Synthetic Control Method for Nonlinear Models With High-Dimensional Covariates," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202305, University of Kansas, Department of Economics, revised Aug 2023.
    97. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    98. Mehmet Caner Agostino Capponi Mihailo Stojnic, 2025. "Model-Estimation-Free, Dense, and High Dimensional Consistent Precision Matrix Estimators," Papers 2507.04663, arXiv.org, revised Dec 2025.
    99. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
    100. Cheng Hsiao & Qiankun Zhou, 2024. "Panel treatment effects measurement: Factor or linear projection modelling?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1332-1358, November.
    101. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    102. Dor Leventer & Daniel Nevo, 2024. "Correcting invalid regression discontinuity designs with multiple time period data," Papers 2408.05847, arXiv.org, revised Feb 2025.
    103. Incerti, Trevor, 2024. "Who benefits from the revolving door? Evidence from Japan," OSF Preprints cmt7j, Center for Open Science.
    104. Ruofan Xu & Jiti Gao & Tatsushi Oka & Yoon-Jae Whang, 2022. "Quantile Random-Coefficient Regression with Interactive Fixed Effects: Heterogeneous Group-Level Policy Evaluation," Papers 2208.03632, arXiv.org, revised Nov 2024.
    105. Eli Ben‐Michael & Avi Feller & Jesse Rothstein, 2022. "Synthetic controls with staggered adoption," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 351-381, April.
    106. Yesol Huh & Matthew Kling, 2025. "Parallel Trends Forest: Data-Driven Control Sample Selection in Difference-in-Differences," Finance and Economics Discussion Series 2025-091, Board of Governors of the Federal Reserve System (U.S.).
    107. Lluc Puig-Codina & Jaime Pinilla & Jaume Puig-Junoy, 2021. "The impact of taxing sugar-sweetened beverages on cola purchasing in Catalonia: an approach to causal inference with time series cross-sectional data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(1), pages 155-168, February.
    108. Anna Rita Bennato & Stephen Davies & Franco Mariuzzo & Peter Ormosi, 2019. "Mergers and Innovation: Evidence from the Hard Disk Drive Market," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2018-04v3, Centre for Competition Policy, University of East Anglia, Norwich, UK..
    109. Susan Athey & Guido Imbens & Zhaonan Qu & Davide Viviano, 2025. "Triply Robust Panel Estimators," Papers 2508.21536, arXiv.org, revised Feb 2026.
    110. Anish Agarwal & Sukjin Han & Dwaipayan Saha & Vasilis Syrgkanis & Haeyeon Yoon, 2022. "Synthetic Blips: Generalizing Synthetic Controls for Dynamic Treatment Effects," Papers 2210.11003, arXiv.org, revised Oct 2025.
    111. Yu-Kai Lin & Arun Rai, 2024. "The Scope of Software Patent Protection in the Digital Age: Evidence from Alice," Information Systems Research, INFORMS, vol. 35(2), pages 657-672, June.
    112. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2017. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," Papers 1712.09089, arXiv.org, revised May 2021.
    113. Chan, Mark K. & Kwok, Simon, 2020. "The PCDID Approach: Difference-in-Differences when Trends are Potentially Unparallel and Stochastic," Working Papers 2020-03, University of Sydney, School of Economics.
    114. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
    115. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
    116. Rüttenauer, Tobias & Kapelle, Nicole, 2024. "Panel Data Analysis," SocArXiv 3mfzq, Center for Open Science.
    117. Ishita Chakraborty & Minkyung Kim & K. Sudhir, 2019. "Attribute Sentiment Scoring With Online Text Reviews : Accounting for Language Structure and Attribute Self-Selection," Cowles Foundation Discussion Papers 2176R, Cowles Foundation for Research in Economics, Yale University, revised Sep 2020.
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    120. Giorgio Gnecco & Sara Landi & Massimo Riccaboni, 2023. "Can Machines Learn Creativity Needs? An Approach Based on Matrix Completion," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(3), pages 1111-1151, November.
    121. Ziwei Mei & Peter C. B. Phillips & Zhentao Shi, 2024. "The boosted Hodrick‐Prescott filter is more general than you might think," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1260-1281, November.
    122. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    123. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
    124. Hugo Freeman & Martin Weidner, 2021. "Low-rank approximations of nonseparable panel models," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 40-77.
    125. Joe Maganga Zonda & Chang-Ching Lin & Ming-Jen Chang, 2024. "On the economic costs of political instabilities: a tale of sub-Saharan Africa," Empirical Economics, Springer, vol. 66(1), pages 137-173, January.
    126. Qili Wang & Liangfei Qiu & Wei Xu, 2024. "Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control," Information Systems Research, INFORMS, vol. 35(2), pages 706-726, June.
    127. Stefano, Roberta di & Mellace, Giovanni, 2020. "The inclusive synthetic control method," Discussion Papers on Economics 14/2020, University of Southern Denmark, Department of Economics.
    128. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
    129. Timothy B. Armstrong & Martin Weidner & Andrei Zeleneev, 2024. "Robust estimation and inference in panels with interactive fixed effects," CeMMAP working papers 28/24, Institute for Fiscal Studies.
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    131. Qihui Chen, 2022. "A Unified Framework for Estimation of High-dimensional Conditional Factor Models," Papers 2209.00391, arXiv.org, revised Dec 2025.
    132. Brown, Nicholas L. & Butts, Kyle, 2025. "Dynamic treatment effect estimation with interactive fixed effects and short panels," Journal of Econometrics, Elsevier, vol. 250(C).
    133. Yan, Eric & Okafor, Luke & Chao, Chi-Chur, 2025. "Welfare and productivity of the Chinese regional economy under forced technology transfer in the post-intervention period of the Green Credit Policy," Journal of Asian Economics, Elsevier, vol. 96(C).
    134. Katarzyna Bech & Magdalena Smyk & Lucas van der Velde & Joanna Tyrowicz, 2022. "Matching it up: non-standard work and job satisfaction," GRAPE Working Papers 72, GRAPE Group for Research in Applied Economics.
    135. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
    136. Anil Kumar & Che-Yuan Liang, 2018. "Labor Market Effects of Credit Constraints: Evidence from a Natural Experiment," Working Papers 1810, Federal Reserve Bank of Dallas, revised 04 Feb 2023.
    137. Yixiao Sun & Haitian Xie & Yuhang Zhang, 2025. "Difference-in-Differences Meets Synthetic Control: Doubly Robust Identification and Estimation," Papers 2503.11375, arXiv.org, revised Sep 2025.
    138. Rong J. B. Zhu, 2023. "Synthetic Regressing Control," Papers 2306.02584, arXiv.org, revised Jan 2026.
    139. Guido Imbens & Nathan Kallus & Xiaojie Mao, 2021. "Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models," Papers 2108.03849, arXiv.org.
    140. Retsef Levi & Elisabeth Paulson & Georgia Perakis & Emily Zhang, 2024. "Heterogeneous Treatment Effects in Panel Data," Papers 2406.05633, arXiv.org.
    141. Xingyu Li & Yan Shen & Qiankun Zhou, 2022. "Confidence Intervals of Treatment Effects in Panel Data Models with Interactive Fixed Effects," Papers 2202.12078, arXiv.org.
    142. Jungjun Choi & Ming Yuan, 2023. "Matrix Completion When Missing Is Not at Random and Its Applications in Causal Panel Data Models," Papers 2308.02364, arXiv.org.
    143. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    144. Ruoxuan Xiong & Markus Pelger, 2019. "Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference," Papers 1910.08273, arXiv.org, revised Jan 2022.
    145. Kanishka Misra & Vishal Singh & Qianyun (Poppy) Zhang, 2022. "Frontiers: Impact of Stay-at-Home-Orders and Cost-of-Living on Stimulus Response: Evidence from the CARES Act," Marketing Science, INFORMS, vol. 41(2), pages 211-229, March.
    146. Bei Xiao & Dongying Zhang & Renjun Li, 2024. "Do Differences in Modes of Production Affect the Ability of Ecological Restoration Projects to Improve Local Livelihoods?," Land, MDPI, vol. 13(10), pages 1-19, September.
    147. Giorgio Gnecco & Federico Nutarelli & Massimo Riccaboni, 2023. "Matrix completion of world trade: An analysis of interpretability through Shapley values," The World Economy, Wiley Blackwell, vol. 46(9), pages 2707-2731, September.
    148. Su, Liangjun & Wang, Fa, 2025. "Inference for large dimensional factor models under general missing data patterns," Journal of Econometrics, Elsevier, vol. 250(C).
    149. Victor Chernozhukov & Christian Hansen & Yuan Liao & Yinchu Zhu, 2019. "Inference for heterogeneous effects using low-rank estimations," CeMMAP working papers CWP31/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    150. Petar Soric, 2024. "The euro and inflation in Croatia: much ado about nothing?," Public Sector Economics, Institute of Public Finance, vol. 48(1), pages 1-37.
    151. Mideksa, Torben K., 2024. "Pricing for a cooler planet: An empirical analysis of the effect of taxing carbon," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    152. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
    153. Ishita Chakraborty & Minkyung Kim & K. Sudhir, 2019. "Attribute Sentiment Scoring With Online Text Reviews : Accounting for Language Structure and Attribute Self-Selection," Cowles Foundation Discussion Papers 2176R2, Cowles Foundation for Research in Economics, Yale University, revised Jun 2021.
    154. Cerqua, Augusto & Letta, Marco, 2020. "Local economies amidst the COVID-19 crisis in Italy: a tale of diverging trajectories," MPRA Paper 104404, University Library of Munich, Germany.
    155. Ke Sun & Linglong Kong & Hongtu Zhu & Chengchun Shi, 2024. "ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments," Papers 2408.05342, arXiv.org, revised Jan 2025.
    156. Abhineet Agarwal & Anish Agarwal & Suhas Vijaykumar, 2023. "Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions," Papers 2303.14226, arXiv.org, revised Jan 2024.
    157. Yang Pan & Liangfei Qiu, 2022. "How Ride‐Sharing Is Shaping Public Transit System: A Counterfactual Estimator Approach," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 906-927, March.
    158. Sandro Heiniger, 2024. "Data-driven model selection within the matrix completion method for causal panel data models," Papers 2402.01069, arXiv.org.
    159. Léa BOU SLEIMAN & Germain GAUTHIER, 2020. "COVID-19: Reduced forms have gone viral, but what do they tell us?," Working Papers 2020-32, Center for Research in Economics and Statistics, revised 18 Jan 2021.
    160. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.
    161. Michał Marcin Kobierecki & Michał Pierzgalski, 2022. "Sports Mega-Events and Economic Growth: A Synthetic Control Approach," Journal of Sports Economics, , vol. 23(5), pages 567-597, June.

  52. Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens, 2017. "Estimation Considerations in Contextual Bandits," Papers 1711.07077, arXiv.org, revised Dec 2018.

    Cited by:

    1. Cavanagh,Jack & Fliegner,Jasmin Claire & Kopper,Sarah & Sautmann,Anja, 2023. "A Metadata Schema for Data from Experiments in the Social Sciences," Policy Research Working Paper Series 10296, The World Bank.
    2. Caio Waisman & Harikesh S. Nair & Carlos Carrion, 2019. "Online Causal Inference for Advertising in Real-Time Bidding Auctions," Papers 1908.08600, arXiv.org, revised Feb 2024.
    3. Yusuke Narita & Shota Yasui & Kohei Yata, 2020. "Debiased Off-Policy Evaluation for Recommendation Systems," Papers 2002.08536, arXiv.org, revised Aug 2021.

  53. Wager, Stefan & Athey, Susan, 2017. "Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests," Research Papers 3576, Stanford University, Graduate School of Business.

    Cited by:

    1. Riccardo Di Francesco, 2022. "Aggregation Trees," CEIS Research Paper 546, Tor Vergata University, CEIS, revised 20 Nov 2023.
    2. Lechner, Michael, 2019. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," CEPR Discussion Papers 13430, C.E.P.R. Discussion Papers.
    3. Daniele Guariso, 2018. "Terrorist Attacks and Immigration Rhetoric: A Natural Experiment on British MPs," Working Paper Series 1218, Department of Economics, University of Sussex Business School.
    4. Feng, Yinwei & Wang, Xinjian & Chen, Qilei & Yang, Zaili & Wang, Jin & Li, Huanhuan & Xia, Guoqing & Liu, Zhengjiang, 2024. "Prediction of the severity of marine accidents using improved machine learning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    5. William Arbour, 2021. "Can Recidivism be Prevented from Behind Bars? Evidence from a Behavioral Program," Working Papers tecipa-683, University of Toronto, Department of Economics.
    6. Michela Bia & Martin Huber & Luk'av{s} Laff'ers, 2020. "Double machine learning for sample selection models," Papers 2012.00745, arXiv.org, revised Jul 2021.
    7. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Christian Hansen & Kengo Kato, 2018. "High-Dimensional Econometrics and Regularized GMM," Papers 1806.01888, arXiv.org, revised Jun 2018.
    8. Lei Bill Wang & Sooa Ahn, 2025. "Attention vs Choice in Welfare Take-Up: What Works for WIC?," Papers 2506.03457, arXiv.org, revised Dec 2025.
    9. Dimitris Bertsimas & Agni Orfanoudaki & Rory B. Weiner, 2020. "Personalized treatment for coronary artery disease patients: a machine learning approach," Health Care Management Science, Springer, vol. 23(4), pages 482-506, December.
    10. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    11. Undral Byambadalai & Tomu Hirata & Tatsushi Oka & Shota Yasui, 2025. "On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization," Papers 2506.05945, arXiv.org.
    12. Hermes, Henning & Legetporer, Philipp & Mierisch, Fabian & Schwerdt, Guido & Wiederhold, Simon, 2024. "Does information about inequality and discrimination in early child care affect policy preferences?," Working Papers 15, University of Konstanz, Cluster of Excellence "The Politics of Inequality. Perceptions, Participation and Policies".
    13. Yamin Du & Huanhuan Cheng & Qing Liu & Song Tan, 2024. "The delayed and combinatorial response of online public opinion to the real world: An inquiry into news texts during the COVID-19 era," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    14. Zhang, Han, 2021. "How Using Machine Learning Classification as a Variable in Regression Leads to Attenuation Bias and What to Do About It," SocArXiv 453jk, Center for Open Science.
    15. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
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    18. Hong Pan & Hanxun Zhou, 2020. "Study on convolutional neural network and its application in data mining and sales forecasting for E-commerce," Electronic Commerce Research, Springer, vol. 20(2), pages 297-320, June.
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    20. Sasaki, Yuya & Ura, Takuya, 2023. "Estimation and inference for policy relevant treatment effects," Journal of Econometrics, Elsevier, vol. 234(2), pages 394-450.
    21. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    22. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
    23. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    24. Manuel Hermosilla, 2021. "Rushed Innovation: Evidence from Drug Licensing," Management Science, INFORMS, vol. 67(1), pages 257-278, January.
    25. Shi, Chengchun & Wan, Runzhe & Song, Ge & Luo, Shikai & Zhu, Hongtu & Song, Rui, 2023. "A multiagent reinforcement learning framework for off-policy evaluation in two-sided markets," LSE Research Online Documents on Economics 117174, London School of Economics and Political Science, LSE Library.
    26. Edward McFowland III & Sriram Somanchi & Daniel B. Neill, 2018. "Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection," Papers 1803.09159, arXiv.org, revised May 2023.
    27. Federico Zincenko, 2023. "Nonparametric estimation of conditional densities by generalized random forests," Papers 2309.13251, arXiv.org, revised Mar 2025.
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    31. Metz-Peeters, Maike, 2025. "Mandatory speed limits and crash frequency on motorways — A causal machine learning approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 200(C).
    32. Isaiah Hull & Anna Grodecka-Messi, 2022. "Measuring the Impact of Taxes and Public Services on Property Values: A Double Machine Learning Approach," Papers 2203.14751, arXiv.org.
    33. Yingheng Zhang & Haojie Li & Gang Ren, 2025. "Data-driven exploration of heterogeneous gasoline price elasticities using generalized random forests," Transportation, Springer, vol. 52(1), pages 215-237, February.
    34. Shonosuke Sugasawa & Hisashi Noma, 2021. "Efficient screening of predictive biomarkers for individual treatment selection," Biometrics, The International Biometric Society, vol. 77(1), pages 249-257, March.
    35. Jeremy Bertomeu, 2020. "Machine learning improves accounting: discussion, implementation and research opportunities," Review of Accounting Studies, Springer, vol. 25(3), pages 1135-1155, September.
    36. Lin, Zhexiao & Han, Fang, 2025. "On regression-adjusted imputation estimators of average treatment effects," Journal of Econometrics, Elsevier, vol. 251(C).
    37. Cordier, J.; & Salvi, I.; & Steinbeck, V.; & Geissler, A.; & Vogel, J.;, 2023. "Is rapid recovery always the best recovery? - Developing a machine learning approach for optimal assignment rules under capacity constraints for knee replacement patients," Health, Econometrics and Data Group (HEDG) Working Papers 23/08, HEDG, c/o Department of Economics, University of York.
    38. Carlana, Michela & La Ferrara, Eliana, 2021. "Apart but Connected: Online Tutoring and Student Outcomes during the COVID-19 Pandemic," CEPR Discussion Papers 15761, C.E.P.R. Discussion Papers.
    39. Laura Giuliano, 2022. "A Comment on: “Goals and Gaps: Educational Careers of Immigrant Children” by Michela Carlana, Eliana La Ferrara, Paolo Pinotti," Econometrica, Econometric Society, vol. 90(1), pages 39-42, January.
    40. Hang Miao & Kui Zhao & Zhun Wang & Linbo Jiang & Quanhui Jia & Yanming Fang & Quan Yu, 2020. "Intelligent Credit Limit Management in Consumer Loans Based on Causal Inference," Papers 2007.05188, arXiv.org.
    41. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    42. Aksoy, Cevat Giray & Cabrales, Antonio & Dolls, Mathias & Durante, Ruben & Windsteiger, Lisa, 2021. "Calamities, Common Interests, Shared Identity: What Shapes Altruism and Reciprocity?," SocArXiv q9y7b, Center for Open Science.
    43. Ying-Ying Lee & Chu-An Liu, 2024. "Lee Bounds with a Continuous Treatment in Sample Selection," Papers 2411.04312, arXiv.org, revised Oct 2025.
    44. Xiong, Ruoxuan & Koenecke, Allison & Powell, Michael & Shen, Zhu & Vogelstein, Joshua T. & Athey, Susan, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Research Papers 3990, Stanford University, Graduate School of Business.
    45. Brunstein, Daniel & Casamatta, Georges & Giannoni, Sauveur, 2025. "Using machine learning to estimate the heterogeneous impact of Airbnb on house prices: Evidence from Corsica," Journal of Housing Economics, Elsevier, vol. 67(C).
    46. Boyuan Zhang, 2022. "Incorporating Prior Knowledge of Latent Group Structure in Panel Data Models," Papers 2211.16714, arXiv.org, revised Oct 2023.
    47. Grodecka, Anna & Hull, Isaiah, 2019. "The Impact of Local Taxes and Public Services on Property Values," Working Paper Series 374, Sveriges Riksbank (Central Bank of Sweden).
    48. Blum, Ricardo & Hiabu, Munir & Mammen, Enno & Meyer, Joseph T., 2025. "Pure interaction effects unseen by Random Forests," Computational Statistics & Data Analysis, Elsevier, vol. 212(C).
    49. Sandro Heiniger & Winfried Koeniger & Michael Lechner, 2022. "The Heterogeneous Response of Real Estate Asset Prices to a Global Shock," CESifo Working Paper Series 10083, CESifo.
    50. Lai Xinglin, 2021. "Modelling hetegeneous treatment effects by quantitle local polynomial decision tree and forest," Papers 2111.15320, arXiv.org, revised Mar 2022.
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    52. Nikolaos Ignatiadis & Wolfgang Huber, 2021. "Covariate powered cross‐weighted multiple testing," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(4), pages 720-751, September.
    53. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    54. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    55. De Neve, Jan-Emmanuel & Imbert, Clement & Spinnewijn, Johannes & Tsankova, Teodora & Luts, Maarten, 2020. "How to Improve Tax Compliance? Evidence from Population-wide Experiments in Belgium," CAGE Online Working Paper Series 458, Competitive Advantage in the Global Economy (CAGE).
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    57. Diogo Britto & Paolo Pinotti & Breno Sampaio, "undated". "The Effect of Job Loss and Unemployment Insurance on Crime in Brazil," RFBerlin Discussion Paper Series 2128, ROCKWOOL Foundation Berlin (RFBerlin).
    58. Salomo Hirvonen & Maarit Lassander & Lauri Sääksvuori & Janne Tukiainen, 2023. "Who is mobilized to vote by short text messages? Evidence from a nationwide field experiment with young voters," Discussion Papers 157, Aboa Centre for Economics.
    59. Daisuke Moriwaki & Soichiro Harada & Jiyan Schneider & Takahiro Hoshino, 2020. "Nudging Preventive Behaviors in COVID-19 Crisis: A Large Scale RCT using Smartphone Advertising," Keio-IES Discussion Paper Series 2020-021, Institute for Economics Studies, Keio University.
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    63. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
    64. Sandra Jaworeck, 2022. "A New Approach for Constructing a Health Care Index including the Subjective Level," IJERPH, MDPI, vol. 19(15), pages 1-16, August.
    65. Krikamol Muandet & Wittawat Jitkrittum & Jonas Kubler, 2020. "Kernel Conditional Moment Test via Maximum Moment Restriction," Papers 2002.09225, arXiv.org, revised Jun 2020.
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    67. Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," IZA Discussion Papers 12039, Institute of Labor Economics (IZA).
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    70. Anna Baiardi & Andrea A. Naghi, 2021. "The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies," Tinbergen Institute Discussion Papers 21-001/V, Tinbergen Institute.
    71. Berry, James & Kim, Hyuncheol Bryant & Son, Hyuk Harry, 2022. "When student incentives do not work: Evidence from a field experiment in Malawi," Journal of Development Economics, Elsevier, vol. 158(C).
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    1. Asanov, Anastasiya-Mariya & Asanov, Igor & Buenstorf, Guido, 2024. "A low-cost digital first aid tool to reduce psychological distress in refugees: A multi-country randomized controlled trial of self-help online in the first months after the invasion of Ukraine," Social Science & Medicine, Elsevier, vol. 362(C).
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    3. Justin Whitehouse & Morgane Austern & Vasilis Syrgkanis, 2025. "Inference on Optimal Policy Values and Other Irregular Functionals via Smoothing," Papers 2507.11780, arXiv.org.
    4. Manski, Charles F., 2023. "Probabilistic prediction for binary treatment choice: With focus on personalized medicine," Journal of Econometrics, Elsevier, vol. 234(2), pages 647-663.
    5. Lihua Lei & Roshni Sahoo & Stefan Wager, 2023. "Policy Learning under Biased Sample Selection," Papers 2304.11735, arXiv.org.
    6. Carlos Fernández-Loría & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2023. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Information Systems Research, INFORMS, vol. 34(2), pages 786-803, June.
    7. Cordier, J.; & Salvi, I.; & Steinbeck, V.; & Geissler, A.; & Vogel, J.;, 2023. "Is rapid recovery always the best recovery? - Developing a machine learning approach for optimal assignment rules under capacity constraints for knee replacement patients," Health, Econometrics and Data Group (HEDG) Working Papers 23/08, HEDG, c/o Department of Economics, University of York.
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    34. Nan Liu & Yanbo Liu & Yuya Sasaki & Yuanyuan Wan, 2025. "Nonparametric Uniform Inference in Binary Classification and Policy Values," Working Papers tecipa-811, University of Toronto, Department of Economics.
    35. Crippa, Federico, 2025. "Regret analysis in threshold policy design," Journal of Econometrics, Elsevier, vol. 249(PB).
    36. Brian Cho & Ana-Roxana Pop & Ariel Evnine & Nathan Kallus, 2025. "SNPL: Simultaneous Policy Learning and Evaluation for Safe Multi-Objective Policy Improvement," Papers 2503.12760, arXiv.org, revised Mar 2025.
    37. Zhengyu Zhang & Zequn Jin & Lihua Lin, 2024. "Identification and inference of outcome conditioned partial effects of general interventions," Papers 2407.16950, arXiv.org.
    38. Zhang, Junsheng & Peng, Zezhi & Zeng, Yamin & Yang, Haisheng, 2024. "Spot check on corporate disclosure quality: Insights from policy learning," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    39. Emily Breza & Arun G. Chandrasekhar & Davide Viviano, 2025. "Generalizability with ignorance in mind: learning what we do (not) know for archetypes discovery," Papers 2501.13355, arXiv.org, revised Jul 2025.
    40. Weibin Mo & Yufeng Liu, 2022. "Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment‐free effect models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 440-472, April.
    41. Daniel F. Pellatt, 2022. "PAC-Bayesian Treatment Allocation Under Budget Constraints," Papers 2212.09007, arXiv.org, revised Jun 2023.
    42. Hugo Bodory & Federica Mascolo & Michael Lechner, 2024. "Enabling Decision-Making with the Modified Causal Forest: Policy Trees for Treatment Assignment," Papers 2406.02241, arXiv.org.
    43. James Cussens & Julia Hatamyar & Vishalie Shah & Noemi Kreif, 2025. "Fast Learning of Optimal Policy Trees," Papers 2506.15435, arXiv.org.
    44. Black, Dan A. & Grogger, Jeffrey & Kirchmaier, Tom & Sanders, Koen, 2023. "Criminal charges, risk assessment and violent recidivism in cases of domestic abuse," LSE Research Online Documents on Economics 121374, London School of Economics and Political Science, LSE Library.
    45. Albert Chiu, 2025. "An Algorithm for Identifying Interpretable Subgroups With Elevated Treatment Effects," Papers 2507.09494, arXiv.org.
    46. Kitagawa, Toru & Wang, Guanyi, 2023. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," Journal of Econometrics, Elsevier, vol. 232(1), pages 109-131.
    47. Patrick Rehill & Nicholas Biddle, 2023. "Transparency challenges in policy evaluation with causal machine learning -- improving usability and accountability," Papers 2310.13240, arXiv.org, revised Mar 2024.
    48. Patrick Rehill & Nicholas Biddle, 2023. "Fairness Implications of Heterogeneous Treatment Effect Estimation with Machine Learning Methods in Policy-making," Papers 2309.00805, arXiv.org.
    49. Giovanni Cerulli & Francesco Caracciolo, 2025. "Risk-Adjusted Policy Learning and the Social Cost of Uncertainty: Theory and Evidence from CAP evaluation," Papers 2510.05007, arXiv.org.
    50. Abhimanyu Mukerji & Sushant More & Ashwin Viswanathan Kannan & Lakshmi Ravi & Hua Chen & Naman Kohli & Chris Khawand & Dinesh Mandalapu, 2024. "Valuing an Engagement Surface using a Large Scale Dynamic Causal Model," Papers 2408.11967, arXiv.org.
    51. Yanqin Fan & Yuan Qi & Gaoqian Xu, 2025. "Policy Learning with $\alpha$-Expected Welfare," Papers 2505.00256, arXiv.org.
    52. Toru Kitagawa & Weining Wang & Mengshan Xu, 2022. "Policy Choice in Time Series by Empirical Welfare Maximization," Papers 2205.03970, arXiv.org, revised Nov 2025.
    53. Bihua Zhou & Yun Huang & Hang Su & Jingshan Wang, 2025. "Mechanism conflicts: carbon reduction pathways and optimization in China’s Big Data Policy," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
    54. Fabian Muny, 2025. "Evaluating Program Sequences with Double Machine Learning: An Application to Labor Market Policies," Papers 2506.11960, arXiv.org.
    55. Castillo, Marco & Linardi, Sera & Petrie, Ragan, 2024. "Recidivism and Barriers to Reintegration: A Field Experiment Encouraging Use of Reentry Support," IZA Discussion Papers 17522, Institute of Labor Economics (IZA).
    56. Yan Liu, 2022. "Policy Learning under Endogeneity Using Instrumental Variables," Papers 2206.09883, arXiv.org, revised Jan 2026.
    57. Vishalie Shah & Julia Hatamyar & Taufik Hidayat & Noemi Kreif, 2025. "Exploring the heterogeneous impacts of Indonesia's conditional cash transfer scheme (PKH) on maternal health care utilisation using instrumental causal forests," Papers 2501.12803, arXiv.org.
    58. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Causal Machine-Learning Approach," Papers 2103.10251, arXiv.org, revised Sep 2021.
    59. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    60. Riccardo D'Adamo, 2021. "Orthogonal Policy Learning Under Ambiguity," Papers 2111.10904, arXiv.org, revised Dec 2022.
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    62. Yuya Sasaki & Takuya Ura, 2020. "Welfare Analysis via Marginal Treatment Effects," Papers 2012.07624, arXiv.org.
    63. Nathan Kallus, 2023. "Treatment Effect Risk: Bounds and Inference," Management Science, INFORMS, vol. 69(8), pages 4579-4590, August.
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    123. Kelvin Mulungu & Zewdu Ayalew Abro & Wambui Beatrice Muriithi & Menale Kassie & Miachael Kidoido & Subramanian Sevgan & Samira Mohamed & Chrysantus Tanga & Fathiya Khamis, 2024. "One size does not fit all: Heterogeneous economic impact of integrated pest management practices for mango fruit flies in Kenya—a machine learning approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 261-279, February.
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    Cited by:

    1. Donato Masciandaro, 2018. "Central Bank Digital Cash and Cryptocurrencies: Insights from a New Baumol–Friedman Demand for Money," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 51(4), pages 540-550, December.
    2. Garrett A. Johnson, 2022. "Economic Research on Privacy Regulation: Lessons from the GDPR and Beyond," NBER Chapters, in: The Economics of Privacy, pages 97-126, National Bureau of Economic Research, Inc.
    3. Yuteng Cheng & Ryuichiro Izumi, 2023. "CBDC: Banking and Anonymity," Wesleyan Economics Working Papers 2023-002, Wesleyan University, Department of Economics.
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    6. Ran Zhuo & Bradley Huffaker & KC Claffy & Shane Greenstein, 2019. "The Impact of the General Data Protection Regulation on Internet Interconnection," NBER Working Papers 26481, National Bureau of Economic Research, Inc.
    7. Jin, Ginger Zhe & Wagman, Liad, 2021. "Big data at the crossroads of antitrust and consumer protection," Information Economics and Policy, Elsevier, vol. 54(C).
    8. Marlene Amstad, 2019. "Regulating Fintech: Objectives, Principles, and Practices," ADBI Working Papers 1016, Asian Development Bank Institute.
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    11. Emanuele Borgonovo & Stefano Caselli & Alessandra Cillo & Donato Masciandaro, 2018. "Between Cash, Deposit And Bitcoin: Would We Like A Central Bank Digital Currency? Money Demand And Experimental Economics," BAFFI CAREFIN Working Papers 1875, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    12. Ed Saiedi & Anders Broström & Felipe Ruiz, 2021. "Global drivers of cryptocurrency infrastructure adoption," Small Business Economics, Springer, vol. 57(1), pages 353-406, June.
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    20. Christopher Henry & Kim Huynh & Gradon Nicholls & Mitchell Nicholson, 2019. "2018 Bitcoin Omnibus Survey: Awareness and Usage," Discussion Papers 2019-10, Bank of Canada.
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    22. Luis Garicano & Benito Arruñada, 2018. "Blockchain: The birth of Decentralized Governance," Working Papers 1038, Barcelona School of Economics.
    23. Avinash Collis & Alex Moehring & Ananya Sen, 2020. "Economic Value of Data: Quantification Using Online Experiments," Working Papers 20-13, NET Institute.
    24. Giuseppe Gurrado & Donato Masciandaro, 2025. "Stablecoins vs CBDCs: the Digital Money Race in the Scientific and Social Networks," BAFFI CAREFIN Working Papers 25254, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    25. Freddi, Eleonora & Wasenden, Ole Christian, 2024. "Privacy during pandemics: Attitudes to public use of personal data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 113(C).
    26. Zhuang Liu & Michael Sockin & Wei Xiong, 2020. "Data Privacy and Temptation," NBER Working Papers 27653, National Bureau of Economic Research, Inc.
    27. Alessandro Bonatti, 2023. "The Platform Dimension of Digital Privacy," NBER Chapters, in: The Economics of Privacy, pages 73-96, National Bureau of Economic Research, Inc.
    28. Tat Chan & Naser Hamdi & Xiang Hui & Zhenling Jiang, 2022. "The Value of Verified Employment Data for Consumer Lending: Evidence from Equifax," Marketing Science, INFORMS, vol. 41(4), pages 795-814, July.
    29. Avi Goldfarb & Catherine Tucker, 2020. "Which Retail Outlets Generate the Most Physical Interactions?," NBER Working Papers 27042, National Bureau of Economic Research, Inc.
    30. Morten Linnemann Bech & Rodney Garratt, 2017. "Central bank cryptocurrencies," BIS Quarterly Review, Bank for International Settlements, September.
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    32. Catherine Tucker, 2018. "Privacy, Algorithms, and Artificial Intelligence," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 423-437, National Bureau of Economic Research, Inc.
    33. Tesary Lin, 2022. "Valuing Intrinsic and Instrumental Preferences for Privacy," Marketing Science, INFORMS, vol. 41(4), pages 663-681, July.
    34. Anya Shchetkina, 2025. "Blind Targeting: Personalization under Third-Party Privacy Constraints," Papers 2507.05175, arXiv.org.
    35. Zoë B. Cullen & Ricardo Perez-Truglia, 2018. "The Salary Taboo: Privacy Norms and the Diffusion of Information," NBER Working Papers 25145, National Bureau of Economic Research, Inc.
    36. Kinshuk Jerath & Klaus M. Miller & D. Daniel Sokol, 2024. "Towards Developing an Understanding of Consumers' Perceived Privacy Violations in Online Advertising," Papers 2403.03612, arXiv.org, revised Dec 2025.
    37. Rehse, Dominik & Tremöhlen, Felix, 2022. "Fostering participation in digital contact tracing," Information Economics and Policy, Elsevier, vol. 58(C).
    38. Dana Turjeman & Fred M. Feinberg, 2024. "When the Data Are Out: Measuring Behavioral Changes Following a Data Breach," Marketing Science, INFORMS, vol. 43(2), pages 440-461, March.
    39. Yuteng Cheng & Ryuichiro Izumi, 2024. "Monetary Policy Transmission Through Shadow and Traditional Banks," Staff Working Papers 24-9, Bank of Canada.
    40. David A. Schweidel & Yakov Bart & J. Jeffrey Inman & Andrew T. Stephen & Barak Libai & Michelle Andrews & Ana Babić Rosario & Inyoung Chae & Zoey Chen & Daniella Kupor & Chiara Longoni & Felipe Thomaz, 2022. "How consumer digital signals are reshaping the customer journey," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1257-1276, November.
    41. Rhodes, Andrew & Zhou, Jidong, 2024. "Personalization and Privacy Choice," TSE Working Papers 24-1525, Toulouse School of Economics (TSE), revised Apr 2025.
    42. Yosuke Uno & Akira Sonoda & Masaki Bessho, 2021. "The Economics of Privacy: A Primer Especially for Policymakers," Bank of Japan Working Paper Series 21-E-11, Bank of Japan.
    43. Ahnert, Toni & Assenmacher, Katrin & Hoffmann, Peter & Leonello, Agnese & Monnet, Cyril & Porcellacchia, Davide, 2022. "The economics of central bank digital currency," Working Paper Series 2713, European Central Bank.
    44. Jiadong Gu, 2024. "Data Trade and Consumer Privacy," Papers 2406.12457, arXiv.org, revised Jan 2026.
    45. Hemant K. Bhargava & Olivier Rubel & Elizabeth J. Altman & Ramnik Arora & Jörn Boehnke & Kaitlin Daniels & Timothy Derdenger & Bryan Kirschner & Darin LaFramboise & Pantelis Loupos & Geoffrey Parker &, 2020. "Platform data strategy," Marketing Letters, Springer, vol. 31(4), pages 323-334, December.
    46. Milutinovic, Monia, 2018. "Cryptocurrency," Ekonomika, Journal for Economic Theory and Practice and Social Issues, Society of Economists Ekonomika, Nis, Serbia, vol. 64(01), March.
    47. Michael R. Baye & David E. M. Sappington, 2020. "Revealing transactions data to third parties: Implications of privacy regimes for welfare in online markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(2), pages 260-275, April.
    48. Olivier Armantier & Sebastian Doerr & Jon Frost & Andreas Fuster & Kelly Shue, 2024. "Nothing to hide? Gender and age differences in the willingness to share data," BIS Working Papers 1187, Bank for International Settlements.
    49. Amalia R. Miller, 2023. "Privacy of Digital Health Information," NBER Chapters, in: The Economics of Privacy, pages 127-161, National Bureau of Economic Research, Inc.
    50. Long Chen & Yadong Huang & Shumiao Ouyang & Wei Xiong, 2021. "The Data Privacy Paradox and Digital Demand," Working Papers 2021-47, Princeton University. Economics Department..
    51. Katarzyna Ciupa, 2019. "Blockchain – zdecentralizowany system o scentralizowanej logice," Bank i Kredyt, Narodowy Bank Polski, vol. 50(3), pages 295-328.
    52. Guy Aridor & Yeon-Koo Che & Tobias Salz, 2020. "The Effect of Privacy Regulation on the Data Industry: Empirical Evidence from GDPR," NBER Working Papers 26900, National Bureau of Economic Research, Inc.
    53. Dell'Ariccia, Giovanni & Agur, Itai & Ari, Anil, 2020. "Designing Central Bank Digital Currencies," CEPR Discussion Papers 15366, C.E.P.R. Discussion Papers.
    54. Juan D. Borrero & Jesús Mariscal, 2022. "A Case Study of a Digital Data Platform for the Agricultural Sector: A Valuable Decision Support System for Small Farmers," Agriculture, MDPI, vol. 12(6), pages 1-15, May.
    55. Rod Garratt & Maarten van Oordt, 2019. "Systemic Privacy as a Public Good: A Case for Electronic Cash," Staff Working Papers 19-24, Bank of Canada.
    56. Roland Strausz, 2024. "Consumer Consent Regulation," Berlin School of Economics Discussion Papers 0053, Berlin School of Economics.
    57. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
    58. Emanuele Borgonovo & Stefano Caselli & Alessandra Cillo & Donato Masciandaro & Giovanno Rabitti, 2018. "Cryptocurrencies, central bank digital cash, traditional money: does privacy matter?," BAFFI CAREFIN Working Papers 1895, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    59. Zhuang Liu & Michael Sockin & Wei Xiong, 2021. "Data Privacy and Temptation," Working Papers 2021-77, Princeton University. Economics Department..
    60. Aguirre De Mora, Florencia & Roseth, Benjamin & Santamaria, Julieth, 2024. "Does Reluctance to Share Personal Data Reduce Citizen Demand for Personalized Services? Evidence from a Survey Experiment," IDB Publications (Working Papers) 13565, Inter-American Development Bank.
    61. Michiel Bijlsma & Carin Cruijsen & Nicole Jonker, 2023. "Consumer Willingness to Share Payments Data: Trust for Sale?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 64(1), pages 41-80, August.
    62. Michiel Bijlsma & Carin van der Cruijsen & Nicole Jonker, 2020. "Consumer propensity to adopt PSD2 services: trust for sale?," Working Papers 671, DNB.
    63. March, Christoph, 2021. "Strategic interactions between humans and artificial intelligence: Lessons from experiments with computer players," Journal of Economic Psychology, Elsevier, vol. 87(C).
    64. David S. Evans, 2019. "Attention Platforms, the Value of Content, and Public Policy," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 54(4), pages 775-792, June.
    65. Michiel Bijlsma & Carin van der Cruijsen & Nicole Jonker, 2021. "Not all data are created equal - Data sharing and privacy," Working Papers 728, DNB.
    66. Emanuele Borgonovo & Stefano Caselli & Alessandra Cillo & Donato Masciandaro, 2017. "Beyond Bitcoin And Cash: Do We Like A Central Bank Digital Currency? A Financial And Political Economics Approach," BAFFI CAREFIN Working Papers 1765, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    67. Guy Aridor & Rafael Jiménez-Durán & Ro'ee Levy & Lena Song, 2024. "The Economics of Social Media," CESifo Working Paper Series 10934, CESifo.
    68. Madeline Turland & Peter Slade, 2020. "Farmers' willingness to participate in a big data platform," Agribusiness, John Wiley & Sons, Ltd., vol. 36(1), pages 20-36, January.
    69. Rehse, Dominik & Tremöhlen, Felix, 2020. "Fostering participation in digital public health interventions: The case of digital contact tracing," ZEW Discussion Papers 20-076, ZEW - Leibniz Centre for European Economic Research.
    70. Koziuk Viktor & Ivashuk Yurii, 2022. "Does it Matter for CBDC Design? Privacy-Anonymity Preferences from the Side of Hierarchies and Egalitarian Cultural Patterns," Economics, Sciendo, vol. 10(1), pages 35-53, June.
    71. Jeffrey T. Prince & Scott Wallsten, 2022. "How much is privacy worth around the world and across platforms?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(4), pages 841-861, November.
    72. Mert Demirer & Diego Jimenez-Hernandez & Dean Li & Sida Peng, 2024. "Data, Privacy Laws and Firm Production: Evidence from the GDPR," Working Paper Series WP 2024-02, Federal Reserve Bank of Chicago.
    73. Wang, Wei & Zhang, Hongguang & Sun, Ziyuan & Wang, Lihong & Zhao, Jianying & Wu, Fengzhi, 2023. "Can digital policy improve corporate sustainability? Empirical evidence from China's national comprehensive big data pilot zones," Telecommunications Policy, Elsevier, vol. 47(9).
    74. Tesary Lin & Avner Strulov-Shlain, 2023. "Choice Architecture, Privacy Valuations, and Selection Bias in Consumer Data," Papers 2308.13496, arXiv.org.
    75. Turland, M. & Slade, P., 2018. "Farmers Willingness to Share Data: A Study of Saskatchewan Farmers," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277275, International Association of Agricultural Economists.
    76. Anil Savio Kavuri & Alistair Milne, 2019. "Fintech and the Future of Financial Services: What Are the Research Gaps?," CAMA Working Papers 2019-18, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.

  56. Francisco J. R. Ruiz & Susan Athey & David M. Blei, 2017. "SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements," Papers 1711.03560, arXiv.org, revised Jun 2019.

    Cited by:

    1. Dubois, Pierre & Griffith, Rachel & O'Connell, Martin, 2022. "The Use of Scanner Data for Economics Research," TSE Working Papers 22-1286, Toulouse School of Economics (TSE).
    2. Yu Xia & Ali Arian & Sriram Narayanamoorthy & Joshua Mabry, 2023. "RetailSynth: Synthetic Data Generation for Retail AI Systems Evaluation," Papers 2312.14095, arXiv.org.
    3. Susan Athey & David Blei & Robert Donnelly & Francisco Ruiz & Tobias Schmidt, 2018. "Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data," Papers 1801.07826, arXiv.org.

  57. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.

    Cited by:

    1. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
    2. Ohlrogge, Michael, 2022. "Financial Crises and Legislation," Journal of Financial Crises, Yale Program on Financial Stability (YPFS), vol. 4(3), pages 1-59, April.
    3. Heckman, James J. & Karapakula, Ganesh, 2019. "The Perry Preschoolers at Late Midlife: A Study in Design-Specific Inference," IZA Discussion Papers 12362, Institute of Labor Economics (IZA).
    4. Matthew Ridley & Camille Terrier, 2018. "Fiscal and Education Spillovers from Charter School Expansion," NBER Working Papers 25070, National Bureau of Economic Research, Inc.
    5. Yusuke Narita, 2018. "Experiment-as-Market: Incorporating Welfare into Randomized Controlled Trials," Cowles Foundation Discussion Papers 2127r, Cowles Foundation for Research in Economics, Yale University, revised May 2019.
    6. Hibbard, Patrick F. & Chapman, Jason E., 2024. "Drug treatment courts and community-level crime," Journal of Criminal Justice, Elsevier, vol. 94(C).
    7. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
    8. Michael P. Leung, 2019. "Causal Inference Under Approximate Neighborhood Interference," Papers 1911.07085, arXiv.org, revised Nov 2021.
    9. Chand, Satish & Clemens, Michael A., 2023. "Human capital investment under exit options: Evidence from a natural quasi-experiment," Journal of Development Economics, Elsevier, vol. 163(C).
    10. Yusuke Narita, 2018. "Toward an Ethical Experiment," Cowles Foundation Discussion Papers 2127, Cowles Foundation for Research in Economics, Yale University.
    11. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.

  58. Athey, Susan & Wager, Stefan, 2017. "Efficient Policy Learning," Research Papers 3506, Stanford University, Graduate School of Business.

    Cited by:

    1. Christian Hansen & Damian Kozbur & Sanjog Misra, 2016. "Targeted undersmoothing," ECON - Working Papers 282, Department of Economics - University of Zurich, revised Apr 2018.
    2. Daniel Jacob, 2021. "CATE meets ML," Digital Finance, Springer, vol. 3(2), pages 99-148, June.
    3. Haupt, Johannes & Jacob, Daniel & Gubela, Robin M. & Lessmann, Stefan, 2019. "Affordable Uplift: Supervised Randomization in Controlled Exprtiments," IRTG 1792 Discussion Papers 2019-026, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    4. Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
    5. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    6. Xinkun Nie & Stefan Wager, 2017. "Quasi-Oracle Estimation of Heterogeneous Treatment Effects," Papers 1712.04912, arXiv.org, revised Aug 2020.
    7. Masahiro Kato & Shota Yasui & Kenichiro McAlinn, 2020. "The Adaptive Doubly Robust Estimator for Policy Evaluation in Adaptive Experiments and a Paradox Concerning Logging Policy," Papers 2010.03792, arXiv.org, revised Jun 2021.
    8. Jacob, Daniel, 2020. "Cross-Fitting and Averaging for Machine Learning Estimation of Heterogeneous Treatment Effects," IRTG 1792 Discussion Papers 2020-014, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    9. Masahiro Kato & Masatoshi Uehara & Shota Yasui, 2020. "Off-Policy Evaluation and Learning for External Validity under a Covariate Shift," Papers 2002.11642, arXiv.org, revised Oct 2020.
    10. Masahiro Kato, 2020. "Confidence Interval for Off-Policy Evaluation from Dependent Samples via Bandit Algorithm: Approach from Standardized Martingales," Papers 2006.06982, arXiv.org.
    11. Nathan Kallus, 2022. "Treatment Effect Risk: Bounds and Inference," Papers 2201.05893, arXiv.org, revised Jul 2022.
    12. Michael C. Knaus, 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," Papers 1805.10300, arXiv.org, revised Jan 2019.
    13. Anders Bredahl Kock & David Preinerstorfer & Bezirgen Veliyev, 2018. "Functional Sequential Treatment Allocation," Papers 1812.09408, arXiv.org, revised Aug 2020.
    14. Daniel Jacob, 2021. "CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning," Papers 2104.09935, arXiv.org, revised Apr 2021.
    15. Maria Dimakopoulou & Zhimei Ren & Zhengyuan Zhou, 2021. "Online Multi-Armed Bandits with Adaptive Inference," Papers 2102.13202, arXiv.org, revised Jun 2021.
    16. Qingyuan Zhao & Dylan S. Small & Ashkan Ertefaie, 2022. "Selective inference for effect modification via the lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 382-413, April.
    17. Jann Spiess & Vasilis Syrgkanis & Victor Yaneng Wang, 2021. "Finding Subgroups with Significant Treatment Effects," Papers 2103.07066, arXiv.org, revised Dec 2023.
    18. Johannes Haupt & Stefan Lessmann, 2020. "Targeting customers under response-dependent costs," Papers 2003.06271, arXiv.org, revised Aug 2021.
    19. Bertrand,Marianne & Crepon,Bruno Jacques Jean Philippe & Marguerie,Alicia Charlene & Premand,Patrick, 2021. "Do Workfare Programs Live Up to Their Promises ? Experimental Evidence from Côte d’Ivoire," Policy Research Working Paper Series 9611, The World Bank.
    20. Caio Waisman & Harikesh S. Nair & Carlos Carrion, 2019. "Online Causal Inference for Advertising in Real-Time Bidding Auctions," Papers 1908.08600, arXiv.org, revised Feb 2024.
    21. Zhengyuan Zhou & Susan Athey & Stefan Wager, 2018. "Offline Multi-Action Policy Learning: Generalization and Optimization," Papers 1810.04778, arXiv.org, revised Nov 2018.
    22. Anders Bredahl Kock & Martin Thyrsgaard, 2017. "Optimal sequential treatment allocation," Papers 1705.09952, arXiv.org, revised Aug 2018.
    23. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Using Experiments to Correct for Selection in Observational Studies," Papers 2006.09676, arXiv.org, revised May 2025.
    24. Yunan Wu & Lan Wang, 2021. "Resampling‐based confidence intervals for model‐free robust inference on optimal treatment regimes," Biometrics, The International Biometric Society, vol. 77(2), pages 465-476, June.
    25. Anders Bredahl Kock & David Preinerstorfer & Bezirgen Veliyev, 2020. "Treatment recommendation with distributional targets," Papers 2005.09717, arXiv.org, revised Apr 2022.
    26. Mert Demirer & Vasilis Syrgkanis & Greg Lewis & Victor Chernozhukov, 2019. "Semi-Parametric Efficient Policy Learning with Continuous Actions," CeMMAP working papers CWP34/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    27. Carlos Fern'andez-Lor'ia & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2020. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Papers 2004.11532, arXiv.org, revised Apr 2022.
    28. Andrew Bennett & Nathan Kallus, 2020. "Efficient Policy Learning from Surrogate-Loss Classification Reductions," Papers 2002.05153, arXiv.org.
    29. Dylan J. Foster & Vasilis Syrgkanis, 2019. "Orthogonal Statistical Learning," Papers 1901.09036, arXiv.org, revised Jun 2023.
    30. Kenshi Abe & Yusuke Kaneko, 2020. "Off-Policy Exploitability-Evaluation in Two-Player Zero-Sum Markov Games," Papers 2007.02141, arXiv.org, revised Dec 2020.
    31. Masahiro Kato & Masaaki Imaizumi & Takuya Ishihara & Toru Kitagawa, 2022. "Best Arm Identification with Contextual Information under a Small Gap," Papers 2209.07330, arXiv.org, revised Jan 2023.
    32. Crystal T. Nguyen & Daniel J. Luckett & Anna R. Kahkoska & Grace E. Shearrer & Donna Spruijt‐Metz & Jaimie N. Davis & Michael R. Kosorok, 2020. "Estimating individualized treatment regimes from crossover designs," Biometrics, The International Biometric Society, vol. 76(3), pages 778-788, September.
    33. Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens, 2017. "Estimation Considerations in Contextual Bandits," Papers 1711.07077, arXiv.org, revised Dec 2018.
    34. Hema Yoganarasimhan & Ebrahim Barzegary & Abhishek Pani, 2020. "Design and Evaluation of Personalized Free Trials," Papers 2006.13420, arXiv.org.
    35. Davide Viviano & Jelena Bradic, 2020. "Fair Policy Targeting," Papers 2005.12395, arXiv.org, revised Jun 2022.

  59. Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," Papers 1710.02926, arXiv.org, revised Sep 2022.

    Cited by:

    1. Alexander Klein & Guy Tchuente, 2024. "Spatial differencing for sample selection models with ‘site-specific’ unobserved local effects," The Econometrics Journal, Royal Economic Society, vol. 27(2), pages 235-257.
    2. Julien Martin & Mathieu Parenti & Farid Toubal, 2020. "Corporate Tax Avoidance and Industry Concentration," Working Papers ECARES 2020-29, ULB -- Universite Libre de Bruxelles.
    3. José Miguel Molina Fernández & Rodrigo Gonzáles Zuazo, 2018. "Exposición al comercio internacional e ingresos laborales en Bolivia: evidencia al nivel del trabajador," Revista Latinoamericana de Desarrollo Economico, Carrera de Economía de la Universidad Católica Boliviana (UCB), issue 31, pages 10-31.
    4. Laura Alfaro & Harald Fadinger & Jan Schymik & Gede Virananda, 2025. "Trade and Industrial Policy in Supply Chains:Directed Technological Change in Rare Earths," CRC TR 224 Discussion Paper Series crctr224_2025_720, University of Bonn and University of Mannheim, Germany.
    5. RENTOCCHINI Francesco & VEZZANI Antonio & MONTRESOR Sandro, 2024. "Walking the Green Line: Government Sponsored R&D and Clean Technologies," JRC Working Papers on Corporate R&D and Innovation 2023-01, Joint Research Centre.
    6. Bethencourt, Carlos & Santos-Torres, Daniel, 2023. "Gender-role identity in adolescence and women fertility in adulthood," MPRA Paper 116321, University Library of Munich, Germany.
    7. Derksen, Laura & Muula, Adamson & van Oosterhout, Joep, 2022. "Love in the time of HIV: How beliefs about externalities impact health behavior," Journal of Development Economics, Elsevier, vol. 159(C).
    8. Silliman, Mikko & Willén, Alexander, 2024. "Worker Power, Immigrant Sorting, and Firm Dynamics," IZA Discussion Papers 17208, Institute of Labor Economics (IZA).
    9. David Boto-García & Veronica Leoni, 2022. "The hedonic value of coastal amenities in peer-to-peer markets," DEA Working Papers 94, Universitat de les Illes Balears, Departament d'Economía Aplicada.
    10. Virtanen, Hanna & Silliman, Mikko & Kuuppelomäki, Tiina & Huttunen, Kristiina, 2024. "Education, Gender, and Family Formation," ETLA Working Papers 116, The Research Institute of the Finnish Economy.
    11. Testa, Patrick A., 2021. "Shocks and the spatial distribution of economic activity: The role of institutions," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 791-810.
    12. Maorui Yang & Han Yu, 2024. "Long-Run Effects of Childhood Exposure to Medical Marijuana Laws on Education and Labor Market Outcomes," Journal of Labor Research, Springer, vol. 45(4), pages 565-597, December.
    13. Jose María Martínez & Victor Zuluaga & Alexander Buriticá, 2025. "Sweating Bullets: Heat, High-Stakes Evaluations, and The Role of Incentives," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(9), pages 2429-2467, September.
    14. Duk Gyoo Kim, 2020. "Clustering Standard Errors at the "Session" Level," CESifo Working Paper Series 8386, CESifo.
    15. Mikel Bedayo & Gabriel Jiménez & José-Luis Peydró & Raquel Vegas, 2020. "Screening and loan origination time: lending standards, loan defaults and bank failures," Working Papers 2037, Banco de España.
    16. Federico Bugni & Ivan Canay & Azeem Shaikh & Max Tabord-Meehan, 2022. "Inference for Cluster Randomized Experiments with Non-ignorable Cluster Sizes," Papers 2204.08356, arXiv.org, revised Apr 2024.
    17. Shi, Xuezhu, 2022. "The health-wealth nexus for the elderly: Evidence from the booming housing market in China," Labour Economics, Elsevier, vol. 78(C).
    18. Portmann, Marco & Stadelmann, David & Eichenberger, Reiner, 2019. "Incentives dominate selection: Chamber-changing legislators are driven by electoral rules and voter preferences," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203559, Verein für Socialpolitik / German Economic Association.
    19. Daniel Mejía & Ervyn Norza & Santiago Tobón & Martín Vanegas-Arias, 2022. "Broken windows policing and crime: Evidence from 80 Colombian cities," Chapters, in: Paolo Buonanno & Paolo Vanin & Juan Vargas (ed.), A Modern Guide to the Economics of Crime, chapter 4, pages 55-87, Edward Elgar Publishing.
    20. Arth Mishra, 2023. "The infrastructure catalyst: analysing the impact of development finance institutions on private infrastructure financing in developing countries," CSAE Working Paper Series 2023-13, Centre for the Study of African Economies, University of Oxford.
    21. Rodion Skovoroda & Shaun Goldfinch & Karl DeRouen & Trevor Buck, 2019. "The Attraction of FDI to Conflicted States: The Counter-Intuitive Case of US Oil and Gas," Management International Review, Springer, vol. 59(2), pages 229-251, April.
    22. Wei, Yao & Anselmi, Laura & Munford, Luke & Sutton, Matt, 2023. "The impact of devolution on experienced health and well-being," Social Science & Medicine, Elsevier, vol. 333(C).
    23. Francesco Fallucchi & Jan Niederreiter & Massimo Riccaboni, 2021. "Learning and dropout in contests: an experimental approach," Theory and Decision, Springer, vol. 90(2), pages 245-278, March.
    24. Doan, Nguyen & Nguyen, Canh Phuc, 2025. "Carbon tax and tourism consumption," Annals of Tourism Research, Elsevier, vol. 113(C).
    25. De Weerdt,Joachim & Christiaensen,Luc & Kanbur,Ravi, 2021. "When Distance Drives Destination, Towns Can Stimulate Development," Policy Research Working Paper Series 9622, The World Bank.
    26. Sarah Schneider-Strawczynski & Jérôme Valette, 2021. "Media Coverage of Immigration and the Polarization of Attitudes," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03322229, HAL.
    27. Allais, Olivier & Leroy, Pascal & Mink, Julia, 2020. "Changes in food purchases at retirement in France," Food Policy, Elsevier, vol. 90(C).
    28. Andrea Cerrato & Francesco Filippucci, 2022. "The Impact of Austerity Policies on Local Income: Evidence from Italian Municipalities," Working Papers halshs-03665241, HAL.
    29. Tamara Bischof & Boris Kaiser, 2019. "Who Cares When You Close Down? The Effects of Primary Care Practice Closures on Patients," Diskussionsschriften dp1907, Universitaet Bern, Departement Volkswirtschaft.
    30. Irsova, Zuzana & Bom, Pedro Ricardo Duarte & Havranek, Tomas & Rachinger, Heiko, 2023. "Spurious Precision in Meta-Analysis," MetaArXiv 3qp2w, Center for Open Science.
    31. Fangzhou Su & Peng Ding, 2021. "Model‐assisted analyses of cluster‐randomized experiments," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(5), pages 994-1015, November.
    32. Hamad Aldawsari & Taufiq Choudhry & Di Luo, 2025. "CEO power and firm risk at the onset of the 2007 financial crisis and the COVID-19 health crisis: international evidence," Review of Quantitative Finance and Accounting, Springer, vol. 64(4), pages 1633-1670, May.
    33. Azizi, SeyedSoroosh, 2018. "The impacts of workers' remittances on human capital and labor supply in developing countries," Economic Modelling, Elsevier, vol. 75(C), pages 377-396.
    34. Delhommer, Scott, 2022. "High school role models and minority college achievement," Economics of Education Review, Elsevier, vol. 87(C).
    35. Bilicka, Katarzyna & Scur, Daniela, 2021. "Organizational capacity and profit shifting," LSE Research Online Documents on Economics 113874, London School of Economics and Political Science, LSE Library.
    36. Cäcilia Lipowski & Cäcilia vom Baur & Cäcilia vom Baur, 2024. "No Teens, No Tech: How Shortages of Young Workers Hinder Firm Technology Investments," CESifo Working Paper Series 11471, CESifo.
    37. Emile Cammeraat & Egbert Jongen & Pierre Koning, 2022. "Preventing NEETs during the Great Recession: the effects of mandatory activation programs for young welfare recipients," Empirical Economics, Springer, vol. 62(2), pages 749-777, February.
    38. Hopkins, Caroline A., 2020. "Convergence bids and market manipulation in the California electricity market," Energy Economics, Elsevier, vol. 89(C).
    39. Auclert, Adrien & Dobbie, Will & Goldsmith-Pinkham, Paul, 2019. "Macroeconomic Effects of Debt Relief: Consumer Bankruptcy Protections in the Great Recession," CEPR Discussion Papers 13598, C.E.P.R. Discussion Papers.
    40. Nikolai Cook, Anthony Heyes, Nicholas Rivers, 2023. "Clean Air and Cognitive Productivity: Effect and Adaptation," LCERPA Working Papers bm0137, Laurier Centre for Economic Research and Policy Analysis.
    41. William D. Larson & Andrew B. Martinez, 2024. "House Prices, Debt Burdens, and the Heterogeneous Effects of Mortgage Rate Shocks," Working Papers 2024-002, The George Washington University, The Center for Economic Research.
    42. Brenøe, Anne & Canaan, Serena & Royer, Heather & Harmon, Nikolaj, 2022. "Is Parental Leave Costly for Firms and Coworkers?," VfS Annual Conference 2022 (Basel): Big Data in Economics 264012, Verein für Socialpolitik / German Economic Association.
    43. Cai, Shu & Zimmermann, Klaus F., 2024. "Social identity and labor market outcomes of internal migrant workers," European Economic Review, Elsevier, vol. 163(C).
    44. Chevalier, Arnaud & Isphording, Ingo E. & Lisauskaite, Elena, 2019. "Peer Diversity, College Performance and Educational Choices," IZA Discussion Papers 12202, Institute of Labor Economics (IZA).
    45. Miklánek, Tomáš & Zajíček, Miroslav, 2020. "Personal traits and trading in an experimental asset market," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 86(C).
    46. Rojas, Christian & Cengiz, Ezgi, 2025. "Can nonprofit target-setting mechanisms drive for-profit compliance? Evidence from sodium content," International Journal of Industrial Organization, Elsevier, vol. 99(C).
    47. Javdani, Moshen & Chang, Ha-Joon, 2019. "Who Said or What Said? Estimating Ideological Bias in Views Among Economists," MPRA Paper 91958, University Library of Munich, Germany.
    48. Papps, Kerry L. & Strain, Michael R., 2025. "Menu Adjustment in Response to the Minimum Wage: A Return to the New Jersey-Pennsylvania Border," IZA Discussion Papers 17594, Institute of Labor Economics (IZA).
    49. Centofanti, Tiziana & Murugesan, Anand, 2022. "Leader and citizens participation for the environment: Experimental evidence from Eastern Europe," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 100(C).
    50. Wouter Zant, 2018. "Mobile Phones and Mozambique Farmers: Less Asymmetric Information and More Trader Competition?," Tinbergen Institute Discussion Papers 18-055/V, Tinbergen Institute, revised 27 Oct 2019.
    51. Giovanni Tonutti & Andrea Garnero & Gaia Bertarelli & Monica Pratesi, 2024. "The local distribution of in-work poverty and sectoral employment: an analysis of local dynamics in Italy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 33(3), pages 973-998, July.
    52. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
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    56. Taylor K. Odle, 2022. "Free to Spend? Institutional Autonomy and Expenditures on Executive Compensation, Faculty Salaries, and Research Activities," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(1), pages 1-32, February.
    57. Cassan, Guilhem & Keniston, Daniel & Kleineberg, Tatjana, 2021. "A Division of Laborers: Identity and Efficiency in India," CAGE Online Working Paper Series 540, Competitive Advantage in the Global Economy (CAGE).
    58. Liu, Wen & Xu, Zhicheng, 2025. "Lost in translation: Dialect distance, social assimilation and immigrant crimes in China," China Economic Review, Elsevier, vol. 91(C).
    59. Amrit Amirapu & Irma Clots-Figueras & Bansi Malde & Anirban Mitra & Debayan Pakrashi & Zaki Wahhaj, 2022. "Personalized Information Provision and the Take-Up of Emergency Government Benefits: Experimental Evidence from India," Studies in Economics 2201, School of Economics, University of Kent.
    60. Zhang, Guanglong & Wang, Chuyu, 2025. "Local government debt and corporate cash holdings: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
    61. Sebastian Panthöfer, 2022. "Do doctors prescribe antibiotics out of fear of malpractice?," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 19(2), pages 340-381, June.
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    913. Huyang Chang & Mengdi Liu, 2025. "Cheaper Rides, Cleaner Skies: The Impact of Free Public Transit Policies on Air Quality in Chinese Pilot Cities," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(7), pages 1971-1993, July.
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    916. Friebel, Guido & Manchin, Miriam & Mendola, Mariapia & Prarolo, Giovanni, 2018. "International Migration Intentions and Illegal Costs: Evidence Using Africa-to-Europe Smuggling Routes," CEPR Discussion Papers 13326, C.E.P.R. Discussion Papers.
    917. Silva, Felipe de Figuereido & Fulginiti, Lilyan E. & Perrin, Richard K. & Burbach, Marck, "undated". "Does engagement improve groundwater management?," Staff Papers 311051, University of Nebraska-Lincoln, Department of Agricultural Economics.
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  60. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," Papers 1702.01250, arXiv.org.

    Cited by:

    1. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    2. Christian Hansen & Damian Kozbur & Sanjog Misra, 2016. "Targeted undersmoothing," ECON - Working Papers 282, Department of Economics - University of Zurich, revised Apr 2018.
    3. Ying Deng & Qianqian Yue & Xin Zhao, 2024. "What Does Air Quality Information Disclosure Deliver and to Whom? Evidence from the Ambient Air Quality Standard (2012) Program in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(11), pages 2859-2887, November.
    4. Isabel Hovdahl, 2019. "On the use of machine learning for causal inference in climate economics," Working Papers No 05/2019, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    5. Sander Gerritsen & Mark Kattenberg & Sonny Kuijpers, 2019. "The impact of age at arrival on education and mental health," CPB Discussion Paper 389, CPB Netherlands Bureau for Economic Policy Analysis.
    6. Lunyu Xie & Tianhua Zou & Joshua Linn & Haosheng Yan, 2024. "Can Building Subway Systems Improve Air Quality? New Evidence from Multiple Cities and Machine Learning," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 1009-1044, April.
    7. Hossain, Ashrafee & Masum, Abdullah-Al & Rjiba, Hatem, 2025. "Fear of fairness in courts: The impact of liberal judge ideology on corporate carbon emissions," International Review of Financial Analysis, Elsevier, vol. 101(C).
    8. Marica Valente, 2020. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Papers 2010.01105, arXiv.org, revised Nov 2022.
    9. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    10. Newham, Melissa & Valente, Marica, 2024. "The cost of influence: How gifts to physicians shape prescriptions and drug costs," Journal of Health Economics, Elsevier, vol. 95(C).
    11. Chaohua Dong & Jiti Gao & Oliver Linton, 2018. "High dimensional semiparametric moment restriction models," CeMMAP working papers CWP69/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    12. Chunrong Ai & Oliver Linton & Kaiji Motegi & Zheng Zhang, 2021. "A unified framework for efficient estimation of general treatment models," Quantitative Economics, Econometric Society, vol. 12(3), pages 779-816, July.
    13. Bensch, Gunther & Kluve, Jochen & Stöterau, Jonathan, 2021. "The market-based dissemination of energy-access technologies as a business model for rural entrepreneurs: Evidence from Kenya," Resource and Energy Economics, Elsevier, vol. 66(C).
    14. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2019. "A Structural Model of a Multitasking Salesforce: Multidimensional Incentives and Plan Design," Cowles Foundation Discussion Papers 2199R, Cowles Foundation for Research in Economics, Yale University, revised Apr 2021.
    15. Sookyo Jeong & Hongseok Namkoong, 2020. "Assessing External Validity Over Worst-case Subpopulations," Papers 2007.02411, arXiv.org, revised Feb 2022.
    16. Yi-Hau Chen & Szu-Yuan Hsu & Jie-Huei Wang & Chien-Chou Su, 2024. "Analyzing Treatment Effect by Integrating Existing Propensity Score and Outcome Regressions with Heterogeneous Covariate Sets," Mathematics, MDPI, vol. 12(14), pages 1-17, July.
    17. Costanza Naguib, 2023. "Is the Impact of Opening the Borders Heterogeneous?," Diskussionsschriften dp2312, Universitaet Bern, Departement Volkswirtschaft.
    18. Christian Stetter & Philipp Mennig & Johannes Sauer, 2022. "Using Machine Learning to Identify Heterogeneous Impacts of Agri-Environment Schemes in the EU: A Case Study," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(4), pages 723-759.
    19. Pedro Forquesato, 2022. "Who Benefits from Political Connections in Brazilian Municipalities," Papers 2204.09450, arXiv.org.
    20. Pamela Giustinelli & Matthew D. Shapiro, 2018. "SeaTE: Subjective ex ante Treatment Effect of Health on Retirement," Working Papers wp382, University of Michigan, Michigan Retirement Research Center.
    21. Josephson, Anna & Michler, Jeffrey D., 2018. "Viewpoint: Beasts of the field? Ethics in agricultural and applied economics," Food Policy, Elsevier, vol. 79(C), pages 1-11.
    22. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    23. Bryan T. Kelly & Asaf Manela & Alan Moreira, 2019. "Text Selection," NBER Working Papers 26517, National Bureau of Economic Research, Inc.
    24. Kantha Dayaram & Alistair McGuire, 2019. "Retirement Reforms: Occupational Strain and Health," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(3), pages 522-542, July.
    25. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    26. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    27. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2022. "A Structural Model of a Multitasking Salesforce: Incentives, Private Information, and Job Design," Management Science, INFORMS, vol. 68(6), pages 4602-4630, June.
    28. Thai T. Pham & Yuanyuan Shen, 2017. "A Deep Causal Inference Approach to Measuring the Effects of Forming Group Loans in Online Non-profit Microfinance Platform," Papers 1706.02795, arXiv.org.
    29. Benjamin Jensen & Brandon Valeriano & Sam Whitt, 2024. "How cyber operations can reduce escalation pressures: Evidence from an experimental wargame study," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(1), pages 119-133, January.

  61. Athey, Susan & Imbens, Guido W. & Wager, Stefan, 2016. "Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing," Research Papers 3408, Stanford University, Graduate School of Business.

    Cited by:

    1. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
    2. Wang, Xin (Shane) & Ryoo, Jun Hyun (Joseph) & Bendle, Neil & Kopalle, Praveen K., 2021. "The role of machine learning analytics and metrics in retailing research," Journal of Retailing, Elsevier, vol. 97(4), pages 658-675.
    3. Keyon Vafa & Susan Athey & David M. Blei, 2024. "Estimating Wage Disparities Using Foundation Models," Papers 2409.09894, arXiv.org, revised Apr 2025.
    4. Dmitry Arkhangelsky & Guido W. Imbens, 2019. "Doubly Robust Identification for Causal Panel Data Models," Papers 1909.09412, arXiv.org, revised Feb 2022.
    5. Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
    6. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
    7. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    8. Matthias Huber & Simone Schüller & Marc Stöckli & Klaus Wohlrabe, 2018. "Maschinelles Lernen in der ökonomischen Forschung," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 71(07), pages 50-53, April.
    9. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    10. Thai T. Pham & Yuanyuan Shen, 2017. "A Deep Causal Inference Approach to Measuring the Effects of Forming Group Loans in Online Non-profit Microfinance Platform," Papers 1706.02795, arXiv.org.
    11. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," Papers 1702.01250, arXiv.org.

  62. Athey, Susan & Parashkevov, Ivo & Sarukkai, Vishnu & Xia, Jing, 2016. "Bitcoin Pricing, Adoption, and Usage: Theory and Evidence," Research Papers 3469, Stanford University, Graduate School of Business.

    Cited by:

    1. Weili Chen & Jun Wu & Zibin Zheng & Chuan Chen & Yuren Zhou, 2019. "Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network," Papers 1902.01941, arXiv.org.
    2. Makarov, Igor & Schoar, Antoinette, 2018. "Trading and Arbitrage in Cryptocurrency Markets," LSE Research Online Documents on Economics 118909, London School of Economics and Political Science, LSE Library.
    3. Nicolás Magner & Nicolás Hardy, 2022. "Cryptocurrency Forecasting: More Evidence of the Meese-Rogoff Puzzle," Mathematics, MDPI, vol. 10(13), pages 1-27, July.
    4. Rod Garratt & Maarten van Oordt, 2019. "Entrepreneurial Incentives and the Role of Initial Coin Offerings," Staff Working Papers 19-18, Bank of Canada.
    5. Makarov, Igor & Schoar, Antoinette, 2020. "Trading and arbitrage in cryptocurrency markets," LSE Research Online Documents on Economics 100409, London School of Economics and Political Science, LSE Library.
    6. Podhorsky, Andrea, 2023. "Taxing bitcoin: Incentivizing the difficulty adjustment mechanism to reduce electricity usage," International Review of Financial Analysis, Elsevier, vol. 86(C).
    7. Yae, James & Tian, George Zhe, 2024. "Volatile safe-haven asset: Evidence from Bitcoin," Journal of Financial Stability, Elsevier, vol. 73(C).
    8. Peter Zimmerman, 2020. "Blockchain structure and cryptocurrency prices," Bank of England working papers 855, Bank of England.
    9. Isaiah Hull & Or Sattath, 2024. "The properties of contemporary money," Journal of Economic Surveys, Wiley Blackwell, vol. 38(4), pages 1132-1155, September.
    10. Hanna Halaburda & Guillaume Haeringer & Joshua Gans & Neil Gandal, 2021. "The Microeconomics of Cryptocurrencies," CESifo Working Paper Series 8841, CESifo.
    11. Ed Saiedi & Anders Broström & Felipe Ruiz, 2021. "Global drivers of cryptocurrency infrastructure adoption," Small Business Economics, Springer, vol. 57(1), pages 353-406, June.
    12. Charles M. Kahn & Maarten R.C. van Oordt, 2022. "The Demand for Programmable Payments," Tinbergen Institute Discussion Papers 22-076/IV, Tinbergen Institute.
    13. Kee‐Youn Kang & Seungduck Lee, 2024. "Money, Bitcoin, and Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(1), pages 225-256, February.
    14. Yuanyuan (Catherine) Chen, 2021. "Empirical analysis of bitcoin price," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 45(4), pages 692-715, October.
    15. Parthajit Kayal & Purnima Rohilla, 2021. "Bitcoin in the economics and finance literature: a survey," SN Business & Economics, Springer, vol. 1(7), pages 1-21, July.
    16. Maarten R.C. van Oordt, 2024. "On Bubbles in Cryptocurrency Prices," Tinbergen Institute Discussion Papers 24-050/IV, Tinbergen Institute.
    17. Chen, Cathy Yi-Hsuan & Després, Roméo & Guo, Li & Renault, Thomas, 2019. "What makes cryptocurrencies special? Investor sentiment and return predictability during the bubble," IRTG 1792 Discussion Papers 2019-016, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    18. Yulin Liu & Luyao Zhang, 2022. "Cryptocurrency Valuation: An Explainable AI Approach," Papers 2201.12893, arXiv.org, revised Jul 2023.
    19. Christian Catalini & Joshua S. Gans, 2018. "Initial Coin Offerings and the Value of Crypto Tokens," NBER Working Papers 24418, National Bureau of Economic Research, Inc.
    20. Conlon, Thomas & Corbet, Shaen & Hou, Yang (Greg) & Hu, Yang & Oxley, Les, 2024. "Bitcoin forks: What drives the branches?," Research in International Business and Finance, Elsevier, vol. 69(C).
    21. Zhimeng Yang & Ariah Klages-Mundt & Lewis Gudgeon, 2023. "Oracle Counterpoint: Relationships between On-chain and Off-chain Market Data," Papers 2303.16331, arXiv.org, revised Jul 2023.
    22. Julien Prat & Vincent Danos & Stefania Marcassa, 2021. "Fundamental Pricing of Utility Tokens," Working Papers hal-03096267, HAL.
    23. Hoje Jo & Haehean Park & Hersh Shefrin, 2020. "Bitcoin and sentiment," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(12), pages 1861-1879, December.
    24. Cole, Benjamin M. & Dyhrberg, Anne H. & Foley, Sean & Svec, Jiri, 2022. "Can Bitcoin be Trusted? Quantifying the economic value of blockchain transactions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    25. Raphael Auer & Ulf Lewrick & Jan Paulick, 2025. "DeFiying gravity? An empirical analysis of cross-border Bitcoin, Ether and stablecoin flows," BIS Working Papers 1265, Bank for International Settlements.
    26. Toorajipour, Reza & Oghazi, Pejvak & Sohrabpour, Vahid & Patel, Pankaj C. & Mostaghel, Rana, 2022. "Block by block: A blockchain-based peer-to-peer business transaction for international trade," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    27. Matteo Benetton & Giovanni Compiani, 2024. "Investors’ Beliefs and Cryptocurrency Prices," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 14(2), pages 197-236.
    28. Budish, Eric B., 2018. "The Economic Limits of Bitcoin and the Blockchain," Working Papers 279, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    29. W. Scott Frame & Larry Wall & Lawrence J. White, 2018. "Technological Change and Financial Innovation in Banking: Some Implications for FinTech," Working Papers 18-28, New York University, Leonard N. Stern School of Business, Department of Economics.
    30. Emiliano S Pagnotta, 2022. "Decentralizing Money: Bitcoin Prices and Blockchain Security," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 866-907.
    31. James Chapman & Carolyn A. Wilkins, 2019. "Crypto ‘Money’: Perspective of a Couple of Canadian Central Bankers," Discussion Papers 2019-1, Bank of Canada.
    32. Pourpourides, Panayiotis, 2023. "Long-Term Nexus of Macroeconomic and Financial Fundamentals with Cryptocurrencies," Cardiff Economics Working Papers E2023/23, Cardiff University, Cardiff Business School, Economics Section.
    33. Hilliard, Jimmy E. & Hilliard, Jitka & Ngo, Julie T.D., 2024. "Implied parameter estimation for jump diffusion option pricing models: Pricing accuracy and the role of loss and evaluation functions," Journal of Commodity Markets, Elsevier, vol. 35(C).
    34. Saggese, Pietro & Belmonte, Alessandro & Dimitri, Nicola & Facchini, Angelo & Böhme, Rainer, 2023. "Arbitrageurs in the Bitcoin ecosystem: Evidence from user-level trading patterns in the Mt. Gox exchange platform," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 251-270.
    35. Kogan, Shimon & Makarov, Igor & Niessner, Marina & Schoar, Antoinette, 2024. "Are cryptos different? Evidence from retail trading," Journal of Financial Economics, Elsevier, vol. 159(C).
    36. Yae, James & Tian, George Zhe, 2022. "Out-of-sample forecasting of cryptocurrency returns: A comprehensive comparison of predictors and algorithms," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 598(C).
    37. Griffin Msefula & Tony Chieh-Tse Hou & Tina Lemesi, 2024. "Financial and market risks of bitcoin adoption as legal tender: evidence from El Salvador," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    38. Eom, Yunsung, 2021. "Kimchi premium and speculative trading in bitcoin," Finance Research Letters, Elsevier, vol. 38(C).
    39. Le, Anh H., 2025. "Central bank digital currency and cryptocurrency in emerging markets," International Economics, Elsevier, vol. 181(C).
    40. Auer, Raphael, 2019. "Beyond the doomsday economics of "proof-of-work" in cryptocurrencies," CEPR Discussion Papers 13506, C.E.P.R. Discussion Papers.
    41. Son, Dong-Hoon, 2023. "On-demand ride-sourcing markets with cryptocurrency-based fare-reward scheme," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    42. Lin William Cong & Ye Li & Neng Wang, 2020. "Tokenomics: Dynamic Adoption and Valuation," NBER Working Papers 27222, National Bureau of Economic Research, Inc.
    43. Hosain, Md Sajjad, 2018. "Bitcoin: Future transaction currency?," MPRA Paper 87588, University Library of Munich, Germany.
    44. Le, Anh H., 2022. "Central bank digital currency and cryptocurrency in emerging markets," MPRA Paper 114734, University Library of Munich, Germany.
    45. Rodney Garratt & Maarten RC van Oordt, 2024. "Crypto Exchange Tokens," BIS Working Papers 1201, Bank for International Settlements.
    46. Garratt, Rodney & Wallace, Neil, 2016. "Bitcoin 1, Bitcoin 2, ... : An experiment in privately issued outside monies," University of California at Santa Barbara, Economics Working Paper Series qt91c7x1js, Department of Economics, UC Santa Barbara.
    47. Gilles Hilary & Laura Xiaolei Liu, 2021. "Blockchain and Other Distributed Ledger Technologies in Finance," Springer Books, in: Raghavendra Rau & Robert Wardrop & Luigi Zingales (ed.), The Palgrave Handbook of Technological Finance, pages 243-268, Springer.
    48. Graf von Luckner, Clemens & Reinhart, Carmen M. & Rogoff, Kenneth, 2023. "Decrypting new age international capital flows," Journal of Monetary Economics, Elsevier, vol. 138(C), pages 104-122.
    49. Bruno Biais & Christophe Bisière & Matthieu Bouvard & Catherine Casamatta & Albert J. Menkveld, 2023. "Equilibrium bitcoin pricing," Post-Print hal-04067665, HAL.
    50. Yukun Liu & Aleh Tsyvinski & Xi Wu, 2022. "Common Risk Factors in Cryptocurrency," Journal of Finance, American Finance Association, vol. 77(2), pages 1133-1177, April.
    51. Jermann, Urban J., 2021. "Cryptocurrencies and Cagan’s model of hyperinflation," Journal of Macroeconomics, Elsevier, vol. 69(C).
    52. Lee, Yen-Sheng & Vo, Ace & Chapman, Thomas A., 2022. "Examining the Maturity of Bitcoin Price through a Catastrophic Event: The Case of Structural Break Analysis During the COVID-19 Pandemic," Finance Research Letters, Elsevier, vol. 49(C).
    53. Hui, Cho-Hoi & Lo, Chi-Fai & Chau, Po-Hon & Wong, Andrew, 2020. "Does Bitcoin behave as a currency?: A standard monetary model approach," International Review of Financial Analysis, Elsevier, vol. 70(C).
    54. Lepomäki, Laura & Kanniainen, Juho & Hansen, Henri, 2021. "Retaliation in Bitcoin networks," Economics Letters, Elsevier, vol. 203(C).
    55. Wang, Ziwei & Yang, Haijun & Li, Zhen, 2025. "Will technological advancement affect Bitcoin trading and pricing? Evidence from BRC-20 tokens," Global Finance Journal, Elsevier, vol. 65(C).
    56. Michael Sockin & Wei Xiong, 2021. "A Model of Cryptocurrencies," Working Papers 2021-67, Princeton University. Economics Department..
    57. Gryglewicz, Sebastian & Mayer, Simon & Morellec, Erwan, 2021. "Optimal financing with tokens," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1038-1067.
    58. Michael Sockin & Wei Xiong, 2020. "A Model of Cryptocurrencies," NBER Working Papers 26816, National Bureau of Economic Research, Inc.
    59. Bertrand Crettez & Lisa Morhaim, 2022. "General equilibrium cryptocurrency pricing in an OLG model," Post-Print hal-04103599, HAL.
    60. Jung, Woosung & Park, Haerang, 2024. "Common factors in the returns on cryptocurrencies," Finance Research Letters, Elsevier, vol. 65(C).
    61. Hilde C. Bjørnland & Jamie L. Cross & Felix Kapfhammer, 2023. "The Drivers of Emission Reductions in the European Carbon Market," Working Papers No 08/2023, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    62. Rod Garratt & Maarten van Oordt, 2020. "Why Fixed Costs Matter for Proof-of-Work Based Cryptocurrencies," Staff Working Papers 20-27, Bank of Canada.
    63. Isaiah Hull & Or Sattath, 2021. "Revisiting the Properties of Money," Papers 2111.04483, arXiv.org, revised Nov 2021.
    64. KOUAKOU, Thiédjé Gaudens-Omer, 2025. "Volatilité et régulation des cryptomonnaies : approche monétaire orthodoxe versus approche monétaire hétérodoxe [Volatility and regulation of cryptocurrencies: orthodox monetary approach versus het," MPRA Paper 123774, University Library of Munich, Germany.
    65. Wilko Bolt & Maarten R.C. Van Oordt, 2020. "On the Value of Virtual Currencies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(4), pages 835-862, June.
    66. Dimitrios Koutmos & Wang Chun Wei, 2023. "Nowcasting bitcoin’s crash risk with order imbalance," Review of Quantitative Finance and Accounting, Springer, vol. 61(1), pages 125-154, July.
    67. Stylianos Asimakopoulos & Marco Lorusso & Francesco Ravazzolo, 2023. "A Bayesian DSGE Approach to Modelling Cryptocurrency"," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 1012-1035, December.
    68. Matteo Benetton & Giovanni Compiani, 2020. "Investors’ Beliefs and Asset Prices: A Structural Model of Cryptocurrency Demand," Working Papers 2020-107, Becker Friedman Institute for Research In Economics.
    69. Cahill, Daniel & G. Baur, Dirk & (Frank) Liu, Zhangxin & W. Yang, Joey, 2020. "I am a blockchain too: How does the market respond to companies’ interest in blockchain?," Journal of Banking & Finance, Elsevier, vol. 113(C).
    70. Karau, Sören, 2021. "Monetary policy and Bitcoin," Discussion Papers 41/2021, Deutsche Bundesbank.
    71. M'bakob, Gilles Brice & Tchounga, Anatole, 2024. "CBDC and banking stability: Modeling cascading effects on reserves, lending, and liquidity," Research in Economics, Elsevier, vol. 78(4).
    72. Armando Holzknecht & Jürgen Huber & Michael Kirchler & Tibor Neugebauer, 2024. "Speculating in zero-value assets: The greater fool game experiment," Working Papers 2024-09, Faculty of Economics and Statistics, Universität Innsbruck.
    73. Anil Donmez & Alexander Karaivanov, 2022. "Transaction fee economics in the Ethereum blockchain," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 265-292, January.
    74. Makarov, Igor & Schoar, Antoinette, 2021. "Blockchain analysis of the Bitcoin market," LSE Research Online Documents on Economics 118897, London School of Economics and Political Science, LSE Library.
    75. Jovanka Lili Matic & Natalie Packham & Wolfgang Karl Härdle, 2023. "Hedging cryptocurrency options," Review of Derivatives Research, Springer, vol. 26(1), pages 91-133, April.
    76. Ye Wang & Yan Chen & Haotian Wu & Liyi Zhou & Shuiguang Deng & Roger Wattenhofer, 2021. "Cyclic Arbitrage in Decentralized Exchanges," Papers 2105.02784, arXiv.org, revised Jan 2022.
    77. Sokolov, Konstantin, 2021. "Ransomware activity and blockchain congestion," Journal of Financial Economics, Elsevier, vol. 141(2), pages 771-782.
    78. Obryan Poyser, 2019. "Exploring the dynamics of Bitcoin’s price: a Bayesian structural time series approach," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(1), pages 29-60, March.
    79. Susan Athey & Christian Catalini & Catherine Tucker, 2017. "The Digital Privacy Paradox: Small Money, Small Costs, Small Talk," NBER Working Papers 23488, National Bureau of Economic Research, Inc.
    80. Daniela Balutel & Christopher Henry & Jorge Vásquez & Marcel Voia, 2022. "Bitcoin adoption and beliefs in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(4), pages 1729-1761, November.
    81. Christopher Henry & Kim Huynh & Gradon Nicholls, 2017. "Bitcoin Awareness and Usage in Canada," Staff Working Papers 17-56, Bank of Canada.
    82. Karau, Sören, 2023. "Monetary policy and Bitcoin," Journal of International Money and Finance, Elsevier, vol. 137(C).
    83. Feyen,Erik H.B. & Kawashima,Yusaku & Mittal,Raunak, 2022. "Crypto-Assets Activity around the World : Evolution and Macro-Financial Drivers," Policy Research Working Paper Series 9962, The World Bank.
    84. Andrea Canidio & Vincent Danos & Stefania Marcassa & Julien Prat, 2021. "Tokens and ICOs: A Review of the Economic Literature," Post-Print hal-03678409, HAL.
    85. Kogana, Shimon & Makarov, Igor & Niessnerc, Marina & Schoar, Antoinette, 2024. "Are cryptos different? Evidence from retail trading," LSE Research Online Documents on Economics 122266, London School of Economics and Political Science, LSE Library.
    86. Stylianos Asimakopoulos & Marco Lorusso & Francesco Ravazzolo, 2019. "A New Economic Framework: A DSGE Model with Cryptocurrency," Working Papers No 07/2019, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.

  63. Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang, 2016. "Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index," Papers 1603.09326, arXiv.org, revised Aug 2024.

    Cited by:

    1. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    2. Chen, Jiafeng & Ritzwoller, David M., 2023. "Semiparametric estimation of long-term treatment effects," Journal of Econometrics, Elsevier, vol. 237(2).
    3. Keith Battocchi & Eleanor Dillon & Maggie Hei & Greg Lewis & Miruna Oprescu & Vasilis Syrgkanis, 2021. "Estimating the Long-Term Effects of Novel Treatments," Papers 2103.08390, arXiv.org, revised Feb 2022.
    4. John Mullahy, 2018. "Treatment Effects with Multiple Outcomes," NBER Working Papers 25307, National Bureau of Economic Research, Inc.
    5. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.
    6. Rahul Singh & Hannah Zhou, 2022. "Kernel methods for long term dose response curves," Papers 2201.05139, arXiv.org, revised Dec 2024.
    7. David M. Ritzwoller & Vasilis Syrgkanis, 2024. "Simultaneous Inference for Local Structural Parameters with Random Forests," Papers 2405.07860, arXiv.org, revised Sep 2024.
    8. Guido Imbens, 2019. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," NBER Working Papers 26104, National Bureau of Economic Research, Inc.
    9. Isaac Meza & Rahul Singh, 2021. "Nested Nonparametric Instrumental Variable Regression," Papers 2112.14249, arXiv.org, revised May 2025.

  64. Athey, Susan & Calvano, Emilio & Gans, Joshua S., 2016. "The Impact of Consumer Multi-homing on Advertising Markets and Media Competition," Research Papers 3407, Stanford University, Graduate School of Business.

    Cited by:

    1. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    2. Batikas, Michail & Claussen, Jörg & Peukert, Christian, 2017. "Follow The Money: Piracy and Online Advertising," 28th European Regional ITS Conference, Passau 2017 169448, International Telecommunications Society (ITS).
    3. Anderson, Simon P. & Jullien, Bruno, 2016. "The advertising-financed business model in two-sided media markets," TSE Working Papers 16-632, Toulouse School of Economics (TSE).
    4. Yunhyoung Kim & Jeonghoon Mo, 2018. "Pricing of Digital Video Supply Chain: Free versus Paid Service on the Direct Distribution Channel," Sustainability, MDPI, vol. 11(1), pages 1-14, December.
    5. Hana Choi & Carl F. Mela & Santiago R. Balseiro & Adam Leary, 2020. "Online Display Advertising Markets: A Literature Review and Future Directions," Information Systems Research, INFORMS, vol. 31(2), pages 556-575, June.
    6. Carroni, Elias & Madio, Leonardo & Shekhar, Shiva, 2020. "Superstars in two-sided markets: exclusives or not?," TSE Working Papers 20-1083, Toulouse School of Economics (TSE).
    7. Alexandre de Corniere & Miklos Sarvary, 2017. "Social Media and the News Industry," Working Papers 17-07, NET Institute.
    8. Anna D'Annunzio & Antonio Russo, 2017. "Ad Networks and Consumer Tracking," CESifo Working Paper Series 6667, CESifo.
    9. Attila Ambrus & Emilio Calvano & Markus Reisinger, 2016. "Either or Both Competition: A "Two-Sided" Theory of Advertising with Overlapping Viewerships," American Economic Journal: Microeconomics, American Economic Association, vol. 8(3), pages 189-222, August.
    10. Szech, Nora & Schweizer, Nikolaus, 2015. "Revenues and Welfare in Auctions with Information Release," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113041, Verein für Socialpolitik / German Economic Association.
    11. Luis Aguiar Wicht, 2019. "Going Mobile: The Effects of Smartphone Usage on Internet Consumption," JRC Working Papers on Digital Economy 2019-07, Joint Research Centre.
    12. Carmelo Cennamo & Hakan Ozalp & Tobias Kretschmer, 2018. "Platform Architecture and Quality Trade-offs of Multihoming Complements," Information Systems Research, INFORMS, vol. 29(2), pages 461-478, June.
    13. Larbi Alaoui & Fabrizio Germano, 2015. "Time Scarcity and the Market for News," AMSE Working Papers 1552, Aix-Marseille School of Economics, France, revised 27 Dec 2015.
    14. Hans Jarle Kind & Marko Köthenbürger, 2016. "Taxation in Digital Media Markets," CESifo Working Paper Series 6202, CESifo.
    15. Shekhar, Shiva, 2020. "Zero Pricing Platform Competition," MPRA Paper 99364, University Library of Munich, Germany.
    16. Liu, He & Amit, Raphael & Qiao, Han & Wang, Shouyang, 2024. "Digital platform compatibility strategies in platform co-opetition," Journal of Business Research, Elsevier, vol. 174(C).
    17. Foros, Øystein & Kind, Hans Jarle & Wyndham, Tim, 2019. "Tax-free digital news?," International Journal of Industrial Organization, Elsevier, vol. 66(C), pages 119-136.
    18. Robert Seamans & Feng Zhu, 2017. "Repositioning and Cost-Cutting: The Impact of Competition on Platform Strategies," Strategy Science, INFORMS, vol. 2(2), pages 83-99, June.
    19. Emilio Calvano & Mihele Polo, 2016. "Strategic Differentiation by Business Models: Free-to-Air and Pay-TV," CSEF Working Papers 438, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 07 Nov 2017.

  65. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.

    Cited by:

    1. Karen Macours & Renos Vakis, 2016. "Sustaining Impacts When Transfers End: Women Leaders, Aspirations, and Investment in Children," NBER Working Papers 22871, National Bureau of Economic Research, Inc.
    2. María Hernández de Benito, 2022. "This Is a Man’s World: Crime and Intra-Household Resource Allocation," HiCN Working Papers 372, Households in Conflict Network.
    3. Pranjal Rawat, 2023. "Algorithmic Collusion in Auctions: Evidence from Controlled Laboratory Experiments," Papers 2306.09437, arXiv.org, revised Jan 2025.
    4. Edeh, Hyacinth & Mavrotas, George, "undated". "Welfare Effect of Urea Deep Placement (UDP) Technology Adoption among Smallholder Rice Farmers in Kwara State, Nigeria – Analysis of a Randomized Control Trial Experiment," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273493, Agricultural Economics Society.
    5. Tom Coupé & W. Robert Reed & Christian Zimmerman, 2021. "Paving the Road for Replications: Experimental Results from an Online Research Repository," Working Papers in Economics 21/09, University of Canterbury, Department of Economics and Finance.
    6. Bharat Chandar & Ali Hortacsu & John List & Ian Muir & Jeffrey Wooldridge, 2019. "Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings," Natural Field Experiments 00681, The Field Experiments Website.
    7. Johnsen, Åshild A. & Kvaløy, Ola, 2021. "Conspiracy against the public - An experiment on collusion11“People of the same trade seldom meet together, even for merriment and diversion, but the conversation ends in a conspiracy against the publ," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
    8. Rothstein, Jesse & Von Wachter, Till, 2016. "Social Experiments in the Labor Market," Department of Economics, Working Paper Series qt7957p9g6, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    9. Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," Economics Working Paper Series 1711, University of St. Gallen, School of Economics and Political Science.
    10. Masset, Edoardo & García-Hombrados, Jorge & Acharya, Arnab, 2020. "Aiming high and falling low: The SADA-Northern Ghana Millennium Village Project," Journal of Development Economics, Elsevier, vol. 143(C).
    11. Robinson, Carly D. & Gallus, Jana & Lee, Monica G. & Rogers, Todd, 2018. "The Demotivating Effect (and Unintended Message) of Retrospective Awards," Working Paper Series rwp18-020, Harvard University, John F. Kennedy School of Government.
    12. Burgess, Simon & Metcalfe, Robert & Sadoff, Sally, 2021. "Understanding the response to financial and non-financial incentives in education: Field experimental evidence using high-stakes assessments," Economics of Education Review, Elsevier, vol. 85(C).
    13. Anell, Anders & Dietrichson, Jens & Ellegård, Lina Maria & Kjellsson, Gustav, 2017. "Information, Switching Costs, and Consumer Choice: Evidence from Two Randomized Field Experiments in Swedish Primary Health Care," Working Papers 2017:7, Lund University, Department of Economics, revised 27 Jun 2018.
    14. Emma Riley, 2022. "Resisting Social Pressure in the Household Using Mobile Money: Experimental Evidence on Microenterprise Investment in Uganda," CSAE Working Paper Series 2022-04, Centre for the Study of African Economies, University of Oxford.
    15. Genicot, Garance & Hernandez-de-Benito, Maria, 2022. "Women’s land rights and village institutions in Tanzania," World Development, Elsevier, vol. 153(C).
    16. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukherji & Marc Shotland & Michael Walton, 2016. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," NBER Working Papers 22931, National Bureau of Economic Research, Inc.
    17. Weijia Dai & Hyunjin Kim & Michael Luca, 2016. "Which Firms Gain from Digital Advertising? Evidence from a Field Experiment," Harvard Business School Working Papers 17-025, Harvard Business School, revised Jan 2023.
    18. Macours, Karen & Laajaj, Rachid, 2018. "Measuring Skills in Developing Countries," CEPR Discussion Papers 13271, C.E.P.R. Discussion Papers.
    19. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    20. Abhijit Banerjee & Sylvain Chassang & Sergio Montero & Erik Snowberg, 2017. "A Theory of Experimenters," NBER Working Papers 23867, National Bureau of Economic Research, Inc.
    21. Robinson, Carly D. & Lee, Monica G. & Dearing, Eric & Rogers, Todd, 2017. "Reducing Student Absenteeism in the Early Grades by Targeting Parental Beliefs," Working Paper Series rwp17-011, Harvard University, John F. Kennedy School of Government.
    22. Knowles, Stephen & Servátka, Maroš & Sullivan, Trudy & Genç, Murat, 2017. "Deadlines, Procrastination, and Forgetting in Charitable Tasks: A Field Experiment," MPRA Paper 83694, University Library of Munich, Germany.
    23. Wesley Burnett, J. & Mothorpe, Christopher, 2021. "Human-induced earthquakes, risk salience, and housing values," Resource and Energy Economics, Elsevier, vol. 63(C).

  66. Susan Athey & Julie Tibshirani & Stefan Wager, 2016. "Generalized Random Forests," Papers 1610.01271, arXiv.org, revised Apr 2018.

    Cited by:

    1. Manda, Constantine & Sango, Danford & Hoffmann, Vivian & de Brauw, Alan & Zakaria, Zakayo & Temba, George & Brown, Elizabeth & Richards, Dorothy & Rashid, Said, 2025. "Overcoming budget constraints to healthy diets: Evidence from urban Tanzania," IFPRI discussion papers 2372, International Food Policy Research Institute (IFPRI).
    2. Lechner, Michael, 2019. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," CEPR Discussion Papers 13430, C.E.P.R. Discussion Papers.
    3. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    4. Isaiah Hull & Anna Grodecka-Messi, 2022. "Measuring the Impact of Taxes and Public Services on Property Values: A Double Machine Learning Approach," Papers 2203.14751, arXiv.org.
    5. Grodecka, Anna & Hull, Isaiah, 2019. "The Impact of Local Taxes and Public Services on Property Values," Working Paper Series 374, Sveriges Riksbank (Central Bank of Sweden).
    6. Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," IZA Discussion Papers 12039, Institute of Labor Economics (IZA).
    7. Miruna Oprescu & Vasilis Syrgkanis & Zhiwei Steven Wu, 2018. "Orthogonal Random Forest for Causal Inference," Papers 1806.03467, arXiv.org, revised Sep 2019.
    8. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.
    9. Kea BARET, 2021. "Fiscal rules’ compliance and Social Welfare," Working Papers of BETA 2021-38, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    10. Shinde, Nilesh N. & Do Valle, Stella Z. Schons & Maia, Alexandre Gori & Amacher, Gregory S., 2022. "Can an environmental policy contribute to the reduction of land conflict? Evidence from the Rural Environmental Registry (CAR) in the Brazilian Amazon," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322584, Agricultural and Applied Economics Association.
    11. Marica Valente, 2020. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Papers 2010.01105, arXiv.org, revised Nov 2022.
    12. Michael Lechner & Gabriel Okasa, 2019. "Random Forest Estimation of the Ordered Choice Model," Papers 1907.02436, arXiv.org, revised Sep 2022.
    13. Faltings, Richard & Krumer, Alex & Lechner, Michael, 2019. "Rot-Jaune-Verde. Language and Favoritism: Evidence from Swiss Soccer," Economics Working Paper Series 1915, University of St. Gallen, School of Economics and Political Science.
    14. Carter, Michael R. & Tjernström, Emilia & Toledo, Patricia, 2019. "Heterogeneous impact dynamics of a rural business development program in Nicaragua," Journal of Development Economics, Elsevier, vol. 138(C), pages 77-98.
    15. Susan Athey & Herman Brunborg & Tianyu Du & Ayush Kanodia & Keyon Vafa, 2024. "LABOR-LLM: Language-Based Occupational Representations with Large Language Models," Papers 2406.17972, arXiv.org, revised Jan 2026.
    16. Qingyuan Zhao & Dylan S. Small & Ashkan Ertefaie, 2022. "Selective inference for effect modification via the lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 382-413, April.
    17. Subhadeep & Mukhopadhyay & Kaijun Wang, 2020. "Breiman's "Two Cultures" Revisited and Reconciled," Papers 2005.13596, arXiv.org.
    18. Martin Hodula & Milan Szabo & Lukas Pfeifer & Martin Melecky, 2022. "Cooling the Mortgage Loan Market: The Effect of Recommended Borrower-Based Limits on New Mortgage Lending," Working Papers 2022/3, Czech National Bank, Research and Statistics Department.
    19. Ingar K. Haaland & Christopher Roth, 2020. "Labor Market Concerns and Support for Immigration," CESifo Working Paper Series 8401, CESifo.
    20. Kea BARET, 2021. "Fiscal rules’ compliance and Social Welfare," Working Papers of BETA 2021-50, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    21. Guber, Raphael, 2018. "Instrument Validity Tests with Causal Trees: With an Application to the Same-sex Instrument," MEA discussion paper series 201805, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    22. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    23. Goller, Daniel & Knaus, Michael C. & Lechner, Michael & Okasa, Gabriel, 2018. "Predicting Match Outcomes in Football by an Ordered Forest Estimator," Economics Working Paper Series 1811, University of St. Gallen, School of Economics and Political Science.
    24. Di Fang & Michael R. Thomsen & Rodolfo M. Nayga & Aaron M. Novotny, 2019. "WIC Participation and Relative Quality of Household Food Purchases: Evidence from FoodAPS," Southern Economic Journal, John Wiley & Sons, vol. 86(1), pages 83-105, July.
    25. Jonathan A. Cook & Saad Siddiqui, 2020. "Random forests and selected samples," Bulletin of Economic Research, Wiley Blackwell, vol. 72(3), pages 272-287, July.
    26. Kayo Murakami & Hideki Shimada & Yoshiaki Ushifusa & Takanori Ida, 2022. "Heterogeneous Treatment Effects Of Nudge And Rebate: Causal Machine Learning In A Field Experiment On Electricity Conservation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 63(4), pages 1779-1803, November.
    27. Macours, Karen & Behaghel, Luc & Gignoux, Jérémie, 2020. "Social learning in agriculture: does smallholder heterogeneity impede technology diffusion in Sub-Saharan Africa?," CEPR Discussion Papers 15220, C.E.P.R. Discussion Papers.
    28. Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens, 2017. "Estimation Considerations in Contextual Bandits," Papers 1711.07077, arXiv.org, revised Dec 2018.
    29. Farbmacher, Helmut & Kögel, Heinrich & Spindler, Martin, 2021. "Heterogeneous effects of poverty on attention," Labour Economics, Elsevier, vol. 71(C).
    30. Santiago Carbo-Valverde & Pedro Cuadros-Solas & Francisco Rodríguez-Fernández, 2020. "A machine learning approach to the digitalization of bank customers: Evidence from random and causal forests," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-39, October.
    31. Strittmatter, Anthony, 2023. "What is the value added by using causal machine learning methods in a welfare experiment evaluation?," Labour Economics, Elsevier, vol. 84(C).
    32. Alexander Hanbo Li & Jelena Bradic, 2019. "Censored Quantile Regression Forests," Papers 1902.03327, arXiv.org.
    33. Melissa Newham & Marica Valente, 2022. "The Cost of Influence: How Gifts to Physicians Shape Prescriptions and Drug Costs," Papers 2203.01778, arXiv.org, revised Apr 2023.

  67. Susan Athey & Guido W. Imbens & Stefan Wager, 2016. "Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions," Papers 1604.07125, arXiv.org, revised Jan 2018.

    Cited by:

    1. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2018. "Synthetic Difference in Differences," Papers 1812.09970, arXiv.org, revised Jul 2021.
    2. Rahul Singh, 2021. "Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension," Papers 2102.11076, arXiv.org, revised Jul 2024.
    3. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    4. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    6. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    7. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    8. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
    9. Gnangnon, Sèna Kimm, 2025. "Effect of the Suspension from the African Growth and Opportunity Act Programme on Poverty in Sub-Saharan Africa," EconStor Preprints 309194, ZBW - Leibniz Information Centre for Economics.
    10. Zeqi Wu & Meilin Wang & Wei Huang & Zheng Zhang, 2025. "A New and Efficient Debiased Estimation of General Treatment Models by Balanced Neural Networks Weighting," Papers 2507.04044, arXiv.org.
    11. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
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    Cited by:

    1. Libo Sun & Guodong Lyu & Yugang Yu & Chung‐Piaw Teo, 2020. "Fulfillment by Amazon versus fulfillment by seller: An interpretable risk‐adjusted fulfillment model," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(8), pages 627-645, December.

  69. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.

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    43. Masahiro Shoji & Yoko Takafuji & Tetsuya Harada, 2020. "Formal education and disaster response of children: evidence from coastal villages in Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(2), pages 2183-2205, September.
    44. Sarah Cattan & Daniel A. Kamhöfer & Martin Karlsson & Therese Nilsson, 2017. "The short- and long-term effects of student absence: evidence from Sweden," IFS Working Papers W17/21, Institute for Fiscal Studies.
    45. He, Peiming & Tian, Xingyue & Zhang, Jiaming & Yu, Siyu & Li, Shiyu & Lin, Chuan & Chen, Litai & Qian, Lei, 2024. "Can the China–Europe Railway Express reduce carbon dioxide emissions? New mechanism of the manufacturing industry substitution effect," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1384-1405.
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    443. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2016. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," NBER Working Papers 22796, National Bureau of Economic Research, Inc.
    444. Hanna Hottenrott & Robert Richstein, 2019. "Start-up Subsidies: Does the Policy Instrument Matter?," SPRU Working Paper Series 2019-23, SPRU - Science Policy Research Unit, University of Sussex Business School.
    445. Shosei Sakaguchi & Hayato Tagawa, 2024. "Identification and Inference for Synthetic Control Methods with Spillover Effects: Estimating the Economic Cost of the Sudan Split," Papers 2408.00291, arXiv.org, revised Oct 2024.
    446. John Charles Bradbury, 2022. "The impact of sports stadiums on localized commercial activity: Evidence from a Business Improvement District," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 194-217, January.
    447. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
    448. Bolhaar, Jonneke & Kuijpers, Sonny & Webbink, Dinand & Zumbuehl, Maria, 2024. "Does replacing grants by income-contingent loans harm enrolment? New evidence from a reform in Dutch higher education," Economics of Education Review, Elsevier, vol. 101(C).
    449. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2021. "Decoupling synthetic control methods to ensure stability, accuracy and meaningfulness," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(4), pages 549-584, December.
    450. Gill-Wiehl, Annelise & Brown, Timothy & Smith, Kirk, 2022. "The need to prioritize consumption: A difference-in-differences approach to analyze the total effect of India's below-the-poverty-line policies on LPG use," Energy Policy, Elsevier, vol. 164(C).
    451. Santos, Anabela M. & Coad, Alex, 2023. "Monitoring and evaluation of transformative innovation policy: Suggestions for Improvement," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
    452. Arzi Adbi & Matthew Lee & Jasjit Singh, 2024. "Community influence on microfinance loan defaults under crisis conditions: Evidence from Indian demonetization," Strategic Management Journal, Wiley Blackwell, vol. 45(3), pages 535-563, March.
    453. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," Papers 1702.01250, arXiv.org.
    454. Francesca Caselli & Matilde Faralli & Paolo Manasse & Ugo Panizza, 2021. "On the Benefits of Repaying," Working Papers wp1163, Dipartimento Scienze Economiche, Universita' di Bologna.
    455. Andersson, Magnus & Hayakawa, Kazunobu & Keola, Souknilanh & Yamanouchi, Kenta, 2025. "Impacts of international transport infrastructure: Evidence from Laotian households," Journal of Asian Economics, Elsevier, vol. 97(C).
    456. Oscar Engelbrektson, 2021. "Why Synthetic Control estimators are biased and what to do about it: Introducing Relaxed and Penalized Synthetic Controls," Papers 2111.10784, arXiv.org.
    457. Fattore, Giovanni & Federici, Carlo & Drummond, Michael & Mazzocchi, Mario & Detzel, Patrick & Hutton, Zsuzsa V & Shankar, Bhavani, 2021. "Economic evaluation of nutrition interventions: Does one size fit all?," Health Policy, Elsevier, vol. 125(9), pages 1238-1246.
    458. Yan Zhang & Zudi Lu, 2024. "A Time Series Synthetic Control Causal Evaluation of the UK’s Mini-Budget Policy on Stock Market," Mathematics, MDPI, vol. 12(20), pages 1-25, October.
    459. Daniel Wochner, 2020. "Dynamic Factor Trees and Forests – A Theory-led Machine Learning Framework for Non-Linear and State-Dependent Short-Term U.S. GDP Growth Predictions," KOF Working papers 20-472, KOF Swiss Economic Institute, ETH Zurich.
    460. Campos, Nauro F. & Coricelli, Fabrizio & Moretti, Luigi, 2019. "Institutional integration and economic growth in Europe," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 88-104.
    461. Oliver, Edward & Kourouklis, Dimitrios & Jofre-Bonet, Mireia, 2024. "Do R&D tax credits impact pharmaceutical innovation? Evidence from a synthetic control approach," Research Policy, Elsevier, vol. 53(8).
    462. Hagemejer Jan & Michałek Jan J. & Svatko Pavel, 2021. "Economic impact of the EU Eastern enlargement on New Member States revisited: The role of economic institutions," Central European Economic Journal, Sciendo, vol. 8(55), pages 126-143, January.
    463. Tani, Massimiliano, 2017. "Skilled Migration Policy and the Labour Market Performance of Immigrants," IZA Discussion Papers 11241, Institute of Labor Economics (IZA).
    464. Jones, Benjamin A., 2018. "Forest-attacking Invasive Species and Infant Health: Evidence From the Invasive Emerald Ash Borer," Ecological Economics, Elsevier, vol. 154(C), pages 282-293.
    465. Esteban Colla‐De‐Robertis & Rafael Garduno Rivera, 2021. "The effect of a free trade agreement with the United States on member countries' per capita GDP: A synthetic control analysis," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1129-1145, August.
    466. Abbate Nicolás & Cabral Juan Andrés, 2023. "Reassessing a cocaine shock: a contrary narrative from Rabo de Peixe," Asociación Argentina de Economía Política: Working Papers 4628, Asociación Argentina de Economía Política.
    467. Ko, Dong Gyun, 2025. "Did the American Rescue Plan cause inflation? A synthetic control approach," Economic Modelling, Elsevier, vol. 143(C).
    468. Jianqing Fan & Ricardo P. Masini & Marcelo C. Medeiros, 2020. "Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction," Papers 2011.03996, arXiv.org, revised Jan 2022.
    469. Tohari, Achmad & Parsons, Christopher & Rammohan, Anu, 2019. "Targeting poverty under complementarities: Evidence from Indonesia's unified targeting system," Journal of Development Economics, Elsevier, vol. 140(C), pages 127-144.
    470. Eunji Choi & Jonghoon Park & Seongwoo Lee, 2020. "The Effect of the Comprehensive Rural Village Development Program on Farm Income in South Korea," Sustainability, MDPI, vol. 12(17), pages 1-23, August.
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    472. Ismael Sanz & J. D. Tena, 2023. "Do 2 weeks of instruction time matter? Using a natural experiment to estimate the effect of a calendar change on students' performance," Kyklos, Wiley Blackwell, vol. 76(4), pages 778-808, November.
    473. Geloso, Vincent & Pavlik, Jamie Bologna, 2021. "The Cuban revolution and infant mortality: A synthetic control approach," Explorations in Economic History, Elsevier, vol. 80(C).
    474. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.
    475. Haris Krijestorac & Rajiv Garg & Vijay Mahajan, 2020. "Cross-Platform Spillover Effects in Consumption of Viral Content: A Quasi-Experimental Analysis Using Synthetic Controls," Information Systems Research, INFORMS, vol. 31(2), pages 449-472, June.
    476. Augusto Cerqua & Giorgio Di Pietro, 2017. "Natural disasters and university enrolment: evidence from L’Aquila earthquake," Applied Economics, Taylor & Francis Journals, vol. 49(14), pages 1440-1457, March.
    477. Esaka, Taro & Fujii, Takao, 2022. "Quantifying the impact of the Tokyo Olympics on COVID-19 cases using synthetic control methods," Journal of the Japanese and International Economies, Elsevier, vol. 66(C).

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    1. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    2. Kosuke Imai & Zhichao Jiang, 2020. "Identification and sensitivity analysis of contagion effects in randomized placebo‐controlled trials," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1637-1657, October.
    3. Gonzalo Vazquez-Bare, 2017. "Identification and Estimation of Spillover Effects in Randomized Experiments," Papers 1711.02745, arXiv.org, revised Jan 2022.
    4. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Nov 2025.
    5. Stefan Wager & Kuang Xu, 2021. "Experimenting in Equilibrium," Management Science, INFORMS, vol. 67(11), pages 6694-6715, November.
    6. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
    7. Supriya Tiwari & Pallavi Basu, 2024. "Quasi-randomization tests for network interference," Papers 2403.16673, arXiv.org, revised Sep 2025.
    8. Davide Viviano & Jess Rudder, 2020. "Policy design in experiments with unknown interference," Papers 2011.08174, arXiv.org, revised May 2024.
    9. Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2024.
    10. Yuehao Bai & Azeem M. Shaikh & Max Tabord-Meehan, 2024. "A Primer on the Analysis of Randomized Experiments and a Survey of some Recent Advances," Papers 2405.03910, arXiv.org, revised Apr 2025.
    11. Wooyong Jo & Sarang Sunder & Jeonghye Choi & Minakshi Trivedi, 2020. "Protecting Consumers from Themselves: Assessing Consequences of Usage Restriction Laws on Online Game Usage and Spending," Marketing Science, INFORMS, vol. 39(1), pages 117-133, January.
    12. Luofeng Liao & Yuan Gao & Christian Kroer, 2022. "Statistical Inference for Fisher Market Equilibrium," Papers 2209.15422, arXiv.org, revised Feb 2025.
    13. Fafchamps, Marcel & Caeyers, Bet, 2020. "Exclusion bias and the estimation of peer effects," CEPR Discussion Papers 14386, C.E.P.R. Discussion Papers.
    14. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    15. Eckles Dean & Karrer Brian & Ugander Johan, 2017. "Design and Analysis of Experiments in Networks: Reducing Bias from Interference," Journal of Causal Inference, De Gruyter, vol. 5(1), pages 1-23, March.
    16. Ariel Boyarsky & Hongseok Namkoong & Jean Pouget-Abadie, 2023. "Modeling Interference Using Experiment Roll-out," Papers 2305.10728, arXiv.org, revised Aug 2023.
    17. C. Tort`u & I. Crimaldi & F. Mealli & L. Forastiere, 2020. "Modelling Network Interference with Multi-valued Treatments: the Causal Effect of Immigration Policy on Crime Rates," Papers 2003.10525, arXiv.org, revised Jun 2020.
    18. Björkegren, Daniel & Karaca, Burak Ceyhun, 2022. "Network adoption subsidies: A digital evaluation of a rural mobile phone program in Rwanda," Journal of Development Economics, Elsevier, vol. 154(C).
    19. Tadao Hoshino & Takahide Yanagi, 2023. "Randomization Test for the Specification of Interference Structure," Papers 2301.05580, arXiv.org, revised Dec 2023.
    20. John McHale & Jason Harold & Jen-Chung Mei & Akhil Sasidharan & Anil Yadav, 2023. "Stars as catalysts: an event-study analysis of the impact of star-scientist recruitment on local research performance in a small open economy," Journal of Economic Geography, Oxford University Press, vol. 23(2), pages 343-369.
    21. Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2019. "Peer Effects in Networks: a Survey," Working Papers halshs-02440709, HAL.
    22. Guido W. Imbens, 2021. "Statistical Significance, p-Values, and the Reporting of Uncertainty," Journal of Economic Perspectives, American Economic Association, vol. 35(3), pages 157-174, Summer.
    23. Jason J Jones & Robert M Bond & Eytan Bakshy & Dean Eckles & James H Fowler, 2017. "Social influence and political mobilization: Further evidence from a randomized experiment in the 2012 U.S. presidential election," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-9, April.
    24. Luofeng Liao & Christian Kroer, 2024. "Statistical Inference and A/B Testing in Fisher Markets and Paced Auctions," Papers 2406.15522, arXiv.org, revised Mar 2025.
    25. Ramesh Johari & Hannah Li & Inessa Liskovich & Gabriel Y. Weintraub, 2022. "Experimental Design in Two-Sided Platforms: An Analysis of Bias," Management Science, INFORMS, vol. 68(10), pages 7069-7089, October.
    26. Vivek F. Farias & Andrew A. Li & Tianyi Peng & Andrew Zheng, 2022. "Markovian Interference in Experiments," Papers 2206.02371, arXiv.org, revised Jun 2022.
    27. Eric Auerbach & Hongchang Guo & Max Tabord-Meehan, 2021. "The Local Approach to Causal Inference under Network Interference," Papers 2105.03810, arXiv.org, revised Mar 2025.
    28. Kitagawa, Toru & Wang, Guanyi, 2023. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," Journal of Econometrics, Elsevier, vol. 232(1), pages 109-131.
    29. Lina Zhang, 2020. "Spillovers of Program Benefits with Missing Network Links," Papers 2009.09614, arXiv.org, revised Aug 2024.
    30. Anish Agarwal & Sarah H. Cen & Devavrat Shah & Christina Lee Yu, 2022. "Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference," Papers 2210.11355, arXiv.org, revised Oct 2023.
    31. Guillermo Cruces & Dario Tortarolo & Gonzalo Vazquez-Bare, 2022. "Design of two-stage experiments with an application to spillovers in tax compliance," IFS Working Papers W22/32, Institute for Fiscal Studies.
    32. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    33. Nathan Kallus, 2023. "Treatment Effect Risk: Bounds and Inference," Management Science, INFORMS, vol. 69(8), pages 4579-4590, August.
    34. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
    35. Chabé-Ferret, Sylvain & Reynaud, Arnaud & Tène, Eva, 2021. "Water Quality, Policy Diffusion Effects and Farmers’ Behavior," TSE Working Papers 21-1229, Toulouse School of Economics (TSE).
    36. Cruces, Guillermo & Tortarolo, Dario & Vazquez-Bare, Gonzalo, 2024. "Design of Partial Population Experiments with an Application to Spillovers in Tax Compliance," IZA Discussion Papers 17256, Institute of Labor Economics (IZA).
    37. Stefan Wager & Kuang Xu, 2019. "Experimenting in Equilibrium," Papers 1903.02124, arXiv.org, revised Jun 2020.
    38. Toru Kitagawa & Guanyi Wang, 2021. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP28/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    39. Dalia Ghanem & Sarojini Hirshleifer & Karen Ortiz-Becerra, 2019. "Testing for Attrition Bias in Field Experiments," Working Papers 202010, University of California at Riverside, Department of Economics, revised Mar 2020.
    40. Evan Munro & Xu Kuang & Stefan Wager, 2021. "Treatment Effects in Market Equilibrium," Papers 2109.11647, arXiv.org, revised Feb 2025.
    41. Elizabeth L. Ogburn & Ilya Shpitser & Youjin Lee, 2020. "Causal inference, social networks and chain graphs," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1659-1676, October.
    42. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    43. Tadao Hoshino & Takahide Yanagi, 2021. "Causal Inference with Noncompliance and Unknown Interference," Papers 2108.07455, arXiv.org, revised Oct 2023.
    44. Silvia Noirjean & Marco Mariani & Alessandra Mattei & Fabrizia Mealli, 2020. "Exploiting network information to disentangle spillover effects in a field experiment on teens' museum attendance," Papers 2011.11023, arXiv.org, revised May 2022.
    45. Michael P. Leung, 2019. "Causal Inference Under Approximate Neighborhood Interference," Papers 1911.07085, arXiv.org, revised Nov 2021.
    46. Susan Athey, 2018. "The Impact of Machine Learning on Economics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 507-547, National Bureau of Economic Research, Inc.
    47. Ramesh Johari & Hannah Li & Inessa Liskovich & Gabriel Weintraub, 2020. "Experimental Design in Two-Sided Platforms: An Analysis of Bias," Papers 2002.05670, arXiv.org, revised Sep 2021.
    48. Zhao, Anqi & Ding, Peng, 2021. "Covariate-adjusted Fisher randomization tests for the average treatment effect," Journal of Econometrics, Elsevier, vol. 225(2), pages 278-294.
    49. Vasiliki Koutra & Steven G. Gilmour & Ben M. Parker & Andrew Mead, 2023. "Design of Agricultural Field Experiments Accounting for both Complex Blocking Structures and Network Effects," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 28(3), pages 526-548, September.
    50. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    51. Luofeng Liao & Christian Kroer, 2023. "Statistical Inference and A/B Testing for First-Price Pacing Equilibria," Papers 2301.02276, arXiv.org, revised Jun 2023.
    52. Hannah Li & Geng Zhao & Ramesh Johari & Gabriel Y. Weintraub, 2021. "Interference, Bias, and Variance in Two-Sided Marketplace Experimentation: Guidance for Platforms," Papers 2104.12222, arXiv.org.
    53. David Holtz & Ruben Lobel & Inessa Liskovich & Sinan Aral, 2020. "Reducing Interference Bias in Online Marketplace Pricing Experiments," Papers 2004.12489, arXiv.org.
    54. Graham, Bryan S., 2020. "Network data," Handbook of Econometrics,, Elsevier.
    55. Vazquez-Bare, Gonzalo, 2023. "Identification and estimation of spillover effects in randomized experiments," Journal of Econometrics, Elsevier, vol. 237(1).
    56. Jizhou Liu & Azeem M. Shaikh & Panos Toulis, 2025. "Randomization Inference in Two-Sided Market Experiments," Papers 2504.06215, arXiv.org.
    57. Toru Kitagawa & Guanyi Wang, 2020. "Who Should Get Vaccinated? Individualized Allocation of Vaccines Over SIR Network," Papers 2012.04055, arXiv.org, revised Jul 2021.
    58. Julius Owusu, 2023. "Randomization Inference of Heterogeneous Treatment Effects under Network Interference," Papers 2308.00202, arXiv.org, revised Jun 2025.
    59. David M. Ritzwoller & Joseph P. Romano & Azeem M. Shaikh, 2024. "Randomization Inference: Theory and Applications," Papers 2406.09521, arXiv.org, revised Feb 2025.
    60. Arun Advani & Bansi Malde, 2018. "Methods to identify linear network models: a review," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 154(1), pages 1-16, December.
    61. Toru Kitagawa & Guanyi Wang, 2020. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP59/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    62. Michael P. Leung, 2020. "Treatment and Spillover Effects Under Network Interference," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 368-380, May.
    63. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    64. Fredrik Savje, 2021. "Causal inference with misspecified exposure mappings: separating definitions and assumptions," Papers 2103.06471, arXiv.org, revised Mar 2023.
    65. Xiaokang Luo & Tirthankar Dasgupta & Minge Xie & Regina Y. Liu, 2021. "Leveraging the Fisher randomization test using confidence distributions: Inference, combination and fusion learning," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(4), pages 777-797, September.
    66. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.
    67. Michael P. Leung & Pantelis Loupos, 2022. "Graph Neural Networks for Causal Inference Under Network Confounding," Papers 2211.07823, arXiv.org, revised Dec 2025.
    68. Claes, Ek & Söderberg, Magnus & Kataria, Mitesh, 2024. "Can teaching children about the environment influence household behavior? Experiments in Swedish schools," Working Papers in Economics 848, University of Gothenburg, Department of Economics, revised 14 Nov 2024.
    69. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.
    70. Susan Athey & Michael Luca, 2018. "Economists (and Economics) in Tech Companies," NBER Working Papers 25064, National Bureau of Economic Research, Inc.

  71. Athey, Susan & Imbens, Guido W., 2015. "Machine Learning for Estimating Heterogeneous Causal Effects," Research Papers 3350, Stanford University, Graduate School of Business.

    Cited by:

    1. Stefan Wager, 2016. "Comments on: A random forest guided tour," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 261-263, June.
    2. Han, Xuehui & Wei, Shang-Jin, 2017. "Re-examining the middle-income trap hypothesis (MITH): What to reject and what to revive?," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 41-61.
    3. Aaron Chalfin & Benjamin Hansen & Jason Lerner & Lucie Parker, 2019. "Reducing Crime Through Environmental Design: Evidence from a Randomized Experiment of Street Lighting in New York City," NBER Working Papers 25798, National Bureau of Economic Research, Inc.
    4. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    5. Haupt, Johannes & Lessmann, Stefan, 2020. "Targeting Cutsomers Under Response-Dependent Costs," IRTG 1792 Discussion Papers 2020-005, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    6. W. Bentley MacLeod, 2017. "Viewpoint: The human capital approach to inference," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(1), pages 5-39, February.
    7. 'Agoston Reguly, 2021. "Discovering Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Aug 2025.
    8. Simon Burgess & Robert Metcalfe & Sally Sadoff, 2016. "Understanding the Response to Financial and Non-Financial Incentives in Education: Field Experimental Evidence Using High-Stakes Assessments," Bristol Economics Discussion Papers 16/678, School of Economics, University of Bristol, UK.
    9. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.
    10. Serena Ng, 2017. "Opportunities and Challenges: Lessons from Analyzing Terabytes of Scanner Data," NBER Working Papers 23673, National Bureau of Economic Research, Inc.
    11. Picard, Julien & Banerjee, Sanchayan, 2023. "Behavioural spillovers unpacked: estimating the side effects of social norm nudges," LSE Research Online Documents on Economics 120566, London School of Economics and Political Science, LSE Library.
    12. Bosker, Maarten, 2022. "City origins," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    13. Sonan Memon, 2021. "Machine Learning for Economists: An Introduction," PIDE Knowledge Brief 2021:33, Pakistan Institute of Development Economics.
    14. Rock, Rufus & Strauss, Ilan & O'Reilly, Tim & Mazzucato, Mariana, 2024. "Behind the clicks: Can Amazon allocate user attention as it pleases?," Information Economics and Policy, Elsevier, vol. 69(C).
    15. Fafchamps, Marcel & Labonne, Julien, 2016. "Using Split Samples to Improve Inference on Causal Effects," CEPR Discussion Papers 11077, C.E.P.R. Discussion Papers.
    16. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2021. "A machine learning approach on the relationship among solar and wind energy production, coal consumption, GDP, and CO2 emissions," Renewable Energy, Elsevier, vol. 167(C), pages 99-115.
    17. Marcel Fafchamps & Julien Labonne, 2016. "Using Split Samples to Improve Inference about Causal Effects," NBER Working Papers 21842, National Bureau of Economic Research, Inc.
    18. Frank Oechsle, 2023. "Increasing the robustness of uplift modeling using additional splits and diversified leaf select," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(4), pages 738-746, December.
    19. Jinping Hu, 2023. "Customer feature selection from high-dimensional bank direct marketing data for uplift modeling," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(2), pages 160-171, June.
    20. Seungwoo Chin & Matthew E. Kahn & Hyungsik Roger Moon, 2017. "Estimating the Gains from New Rail Transit Investment: A Machine Learning Tree Approach," NBER Working Papers 23326, National Bureau of Economic Research, Inc.
    21. Barzin,Samira & Avner,Paolo & Maruyama Rentschler,Jun Erik & O’Clery,Neave, 2022. "Where Are All the Jobs ? A Machine Learning Approach for High Resolution Urban Employment Prediction inDeveloping Countries," Policy Research Working Paper Series 9979, The World Bank.
    22. Johannes Haupt & Stefan Lessmann, 2020. "Targeting customers under response-dependent costs," Papers 2003.06271, arXiv.org, revised Aug 2021.
    23. Droste, Nils & Becker, Claudia & Ring, Irene & Santos, Rui, 2017. "Decentralization effects in ecological fiscal transfers: The case of Portugal," UFZ Discussion Papers 3/2017, Helmholtz Centre for Environmental Research (UFZ), Division of Social Sciences (ÖKUS).
    24. Stefano Cabras & J.D. Tena, 2022. "Implicit Institutional Incentives and Individual Decisions: Causal Inference with Deep Learning Models," Working Papers 202218, University of Liverpool, Department of Economics.
    25. Raluca M. Ursu, 2018. "The Power of Rankings: Quantifying the Effect of Rankings on Online Consumer Search and Purchase Decisions," Marketing Science, INFORMS, vol. 37(4), pages 530-552, August.
    26. Jonathan M.V. Davis & Sara B. Heller, 2017. "Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs," NBER Working Papers 23443, National Bureau of Economic Research, Inc.
    27. Majid Bazarbash, 2019. "FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk," IMF Working Papers 2019/109, International Monetary Fund.
    28. Hunt Allcott & Judd B. Kessler, 2015. "The Welfare Effects of Nudges: A Case Study of Energy Use Social Comparisons," NBER Working Papers 21671, National Bureau of Economic Research, Inc.
    29. Sarah Friedrich & Gerd Antes & Sigrid Behr & Harald Binder & Werner Brannath & Florian Dumpert & Katja Ickstadt & Hans A. Kestler & Johannes Lederer & Heinz Leitgöb & Markus Pauly & Ansgar Steland & A, 2022. "Is there a role for statistics in artificial intelligence?," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 16(4), pages 823-846, December.
    30. Maria Nareklishvili & Nicholas Polson & Vadim Sokolov, 2022. "Feature Selection for Personalized Policy Analysis," Papers 2301.00251, arXiv.org, revised Jul 2023.
    31. Antonio R. Linero, 2023. "Prior and posterior checking of implicit causal assumptions," Biometrics, The International Biometric Society, vol. 79(4), pages 3153-3164, December.
    32. Grépin, Karen A. & Habyarimana, James & Jack, William, 2019. "Cash on delivery: Results of a randomized experiment to promote maternal health care in Kenya," Journal of Health Economics, Elsevier, vol. 65(C), pages 15-30.
    33. Enoch Hyunwook Kang & P. R. Kumar, 2023. "Bounded (O(1)) Regret Recommendation Learning via Synthetic Controls Oracle," Papers 2301.12571, arXiv.org, revised Jun 2023.
    34. Andr'es Ram'irez-Hassan & Raquel Vargas-Correa & Gustavo Garc'ia & Daniel Londo~no, 2020. "Optimal selection of the number of control units in kNN algorithm to estimate average treatment effects," Papers 2008.06564, arXiv.org.
    35. Daniel Ershov, 2018. "Competing with Superstars in the Mobile App Market," Working Papers 18-02, NET Institute.
    36. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    37. Dutt, Satyajit & Radermacher, Jan W., 2023. "Age, wealth, and the MPC in Europe: A supervised machine learning approach," SAFE Working Paper Series 383, Leibniz Institute for Financial Research SAFE.
    38. Chen, Jingnan (Cecilia) & Fonseca, Miguel A. & Grimshaw, Shaun B., 2021. "When a nudge is (not) enough: Experiments on social information and incentives," European Economic Review, Elsevier, vol. 134(C).
    39. Sophie van Huellen & Duo Qin, 2019. "Compulsory Schooling and Returns to Education: A Re-Examination," Econometrics, MDPI, vol. 7(3), pages 1-20, September.
    40. Muller, Seán M., 2020. "The implications of a fundamental contradiction in advocating randomized trials for policy," World Development, Elsevier, vol. 127(C).
    41. Florian Gunsilius & Meng Hsuan Hsieh & Myung Jin Lee, 2022. "Tangential Wasserstein Projections," Papers 2207.14727, arXiv.org, revised Aug 2022.
    42. Peysakhovich, Alexander & Naecker, Jeffrey, 2017. "Using methods from machine learning to evaluate behavioral models of choice under risk and ambiguity," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 373-384.
    43. Prithwiraj Choudhury & Ryan T. Allen & Michael G. Endres, 2021. "Machine learning for pattern discovery in management research," Strategic Management Journal, Wiley Blackwell, vol. 42(1), pages 30-57, January.
    44. Rafael P. Greminger, 2022. "Trade-Offs Between Ranking Objectives: Reduced-Form Evidence and Structural Estimation," Papers 2210.16408, arXiv.org, revised Feb 2025.
    45. Libo Sun & Guodong Lyu & Yugang Yu & Chung‐Piaw Teo, 2020. "Fulfillment by Amazon versus fulfillment by seller: An interpretable risk‐adjusted fulfillment model," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(8), pages 627-645, December.
    46. Haifeng Li & Mo Hai & Wenxun Tang, 2022. "Prior Knowledge-Based Causal Inference Algorithms and Their Applications for China COVID-19 Analysis," Mathematics, MDPI, vol. 10(19), pages 1-20, September.
    47. Sam Asher & Denis Nekipelov & Paul Novosad & Stephen P. Ryan, 2016. "Classification Trees for Heterogeneous Moment-Based Models," NBER Working Papers 22976, National Bureau of Economic Research, Inc.

  72. Susan Athey & Guido Imbens, 2015. "Recursive Partitioning for Heterogeneous Causal Effects," Papers 1504.01132, arXiv.org, revised Dec 2015.

    Cited by:

    1. Chiranjit Chakraborty & Andreas Joseph, 2017. "Machine learning at central banks," Bank of England working papers 674, Bank of England.
    2. Vikas Ramachandra, 2018. "Causal Inference for Survival Analysis," Papers 1803.08218, arXiv.org.
    3. Vikas Ramachandra, 2018. "Deep Learning for Causal Inference," Papers 1803.00149, arXiv.org.
    4. Nils Droste & Claudia Becker & Irene Ring & Rui Santos, 2018. "Decentralization Effects in Ecological Fiscal Transfers: A Bayesian Structural Time Series Analysis for Portugal," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(4), pages 1027-1051, December.
    5. Daniel Runfola & Ariel BenYishay & Jeffery Tanner & Graeme Buchanan & Jyoteshwar Nagol & Matthias Leu & Seth Goodman & Rachel Trichler & Robert Marty, 2017. "A Top-Down Approach to Estimating Spatially Heterogeneous Impacts of Development Aid on Vegetative Carbon Sequestration," Sustainability, MDPI, vol. 9(3), pages 1-9, March.
    6. Wu, Zheng & Zhang, Yihua & Zhang, Mingyu, 2024. "Unveiling the causal effects of China’s minimum living standard guarantee on household transportation expenditures: A causal forest analysis," Transport Policy, Elsevier, vol. 159(C), pages 1-13.
    7. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    8. Elena Vakulenko & Ilya Trofimenko & Valeria Kondrateva & Dmitriy Gorskiy, 2025. "Periods of high uncertainty: How fertility intentions in Russia changed during 2022–2023," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 52(29), pages 939-970.

  73. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2014. "Finite Population Causal Standard Errors," NBER Working Papers 20325, National Bureau of Economic Research, Inc.

    Cited by:

    1. Dehejia, Rajeev & Pop-Eleches, Cristian & Samii, Cyrus, 2015. "From Local to Global: External Validity in a Fertility Natural Experiment," IZA Discussion Papers 9300, Institute of Labor Economics (IZA).
    2. Olympia Bover & Jose Maria Casado & Sonia Costa & Philip Du Caju & Yvonne McCarthy & Eva Sierminska & Panagiota Tzamourani & Ernesto Villanueva & Tibor Zavadil, 2016. "The Distribution of Debt across Euro-Area Countries: The Role of Individual Characteristics, Institutions, and Credit Conditions," International Journal of Central Banking, International Journal of Central Banking, vol. 12(2), pages 71-128, June.
    3. Ding Peng & Li Xinran & Miratrix Luke W., 2017. "Bridging Finite and Super Population Causal Inference," Journal of Causal Inference, De Gruyter, vol. 5(2), pages 1-8, September.
    4. Bharat Chandar & Ali Hortacsu & John List & Ian Muir & Jeffrey Wooldridge, 2019. "Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings," Natural Field Experiments 00681, The Field Experiments Website.
    5. Almond, Douglas & Sun, Yixin, 2017. "Son-biased sex ratios in 2010 US Census and 2011–2013 US natality data," Social Science & Medicine, Elsevier, vol. 176(C), pages 21-24.
    6. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
    7. Luis Alvarez & Bruno Ferman, 2020. "Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Apr 2023.
    8. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    9. Mechoulan, Stéphane, 2020. "Civil unrest, emergency powers, and spillover effects: A mixed methods analysis of the 2005 French riots," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 305-326.
    10. Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
    11. Hirschauer, Norbert & Grüner, Sven & Mußhoff, Oliver & Becker, Claudia & Jantsch, Antje, 2020. "Can p-values be meaningfully interpreted without random sampling?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14, pages 71-91.
    12. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.
    13. Philip ME Garboden, 2019. "Sources and Types of Big Data for Macroeconomic Forecasting," Working Papers 2019-3, University of Hawaii Economic Research Organization, University of Hawaii at Manoa.
    14. Crespo, Cristian, 2020. "Two become one: improving the targeting of conditional cash transfers with a predictive model of school dropout," LSE Research Online Documents on Economics 123139, London School of Economics and Political Science, LSE Library.
    15. Paul Frijters & Benno Torgler & Christian Gillitzer & Jin Cong Wang, 2016. "Housing Wealth Effects: Cross-sectional Evidence from New Vehicle Registrations," The Economic Record, The Economic Society of Australia, vol. 92, pages 30-51, June.
    16. Cai, Hongbin & Chen, Yuyu & Gong, Qing, 2016. "Polluting thy neighbor: Unintended consequences of China׳s pollution reduction mandates," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 86-104.
    17. Benedikt Holtgen & Robert C. Williamson, 2024. "Formalising causal inference as prediction on a target population," Papers 2407.17385, arXiv.org, revised Jul 2025.
    18. Victor Chernozhukov & Iv'an Fern'andez-Val & Martin Weidner, 2018. "Network and Panel Quantile Effects Via Distribution Regression," Papers 1803.08154, arXiv.org, revised Jun 2020.
    19. Atila Abdulkadiroglu & Joshua D. Angrist & Yusuke Narita & Parag A. Pathak, 2017. "Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation," Cowles Foundation Discussion Papers 2080, Cowles Foundation for Research in Economics, Yale University.
    20. Startz, Richard & Steigerwald, Douglas G., 2024. "The variance of regression coefficients when the population is finite," Journal of Econometrics, Elsevier, vol. 240(1).
    21. Alberto Abadie & Guido W. Imbens & Fanyin Zheng, 2014. "Inference for Misspecified Models With Fixed Regressors," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1601-1614, December.
    22. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
    23. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    24. Fang Han, 2024. "An Introduction to Permutation Processes (version 0.5)," Papers 2407.09664, arXiv.org.
    25. Peter Ganong & Simon Jäger, 2018. "A Permutation Test for the Regression Kink Design," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 494-504, April.
    26. Jaeger, Simon C & Ganong, Peter Nathan, 2014. "A Permutation Test and Estimation Alternatives for the Regression Kink Design," Scholarly Articles 34222894, Harvard University Department of Economics.
    27. Xingfei Liu & Chuhong Wang & Zizhong Yan & Yi Zhao, 2022. "Higher Education Expansion and Crime: New Evidence from China," Working Papers 2022-02, University of Alberta, Department of Economics.
    28. Liran Einav & Amy Finkelstein & Neale Mahoney, 2018. "Provider Incentives and Healthcare Costs: Evidence From Long‐Term Care Hospitals," Econometrica, Econometric Society, vol. 86(6), pages 2161-2219, November.

  74. Susan Athey & Emilio Calvano & Joshua Gans, 2013. "The Impact of the Internet on Advertising Markets for News Media," NBER Working Papers 19419, National Bureau of Economic Research, Inc.

    Cited by:

    1. Fabrizio Germano & Larbi Alaoui, 2015. "Time Scarcity and the Market for News," Working Papers 675, Barcelona School of Economics.
    2. Matthew Gentzkow & Jesse M. Shapiro, 2015. "Ideology and Online News," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 169-190, National Bureau of Economic Research, Inc.
    3. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    4. Reisinger, Markus & Ambrus, Attila & Calvano, Emilio, 2013. "Either or Both Competition: A "Two-Sided" Theory of Advertising with Overlapping Viewerships," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79912, Verein für Socialpolitik / German Economic Association.
    5. Jian Pei, 2020. "A Survey on Data Pricing: from Economics to Data Science," Papers 2009.04462, arXiv.org, revised Nov 2020.
    6. Hagiu, Andrei & Jullien, Bruno, 2013. "Search Diversion and Platform Competition," TSE Working Papers 13-431, Toulouse School of Economics (TSE).
    7. Cagé, Julia & Hervé, Nicolas & Viaud, Marie-Luce, 2017. "The Production of Information in an Online World: Is Copy Right?," CEPR Discussion Papers 12066, C.E.P.R. Discussion Papers.
    8. Qihong Liu & Daniel Nedelescu & Ji Gu, 2021. "The impact of strategic agents in two-sided markets," Journal of Economics, Springer, vol. 134(3), pages 195-218, December.
    9. Anna D'Annunzio & Antonio Russo, 2015. "Net Neutrality and Internet Fragmentation: The Role of Online Advertising," CESifo Working Paper Series 5467, CESifo.
    10. Emilio Calvano & Bruno Jullien, 2012. "Issues in Online Advertising and Competition Policy: A Two-sided Market Perspective," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 9, Edward Elgar Publishing.
    11. Katz, Raúl L., 2013. "Broadband, digitization and development," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37062.
    12. Charles Angelucci & Julia Cage, 2019. "Newspapers in Times of Low Advertising Revenues," Post-Print hal-03391880, HAL.
    13. Frago Kourandi & Jan Krämer & Tommaso Valletti, 2015. "Net Neutrality, Exclusivity Contracts, and Internet Fragmentation," Information Systems Research, INFORMS, vol. 26(2), pages 320-338, June.
    14. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    15. Federico Etro, 2012. "Leadership in Multi-sided Markets and Dominance in Online Advertising," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 11, Edward Elgar Publishing.
    16. Bustillo, René, 2013. "The advance of cloud computing," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37068.
    17. Chiou, Lesley & Tucker, Catherine, 2013. "Paywalls and the demand for news," Information Economics and Policy, Elsevier, vol. 25(2), pages 61-69.
    18. Boik, Andre & Greenstein, Shane & Prince, Jeffrey, 2019. "The persistence of broadband user behavior: Implications for universal service and competition policy," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    19. Ambarish Chandra & Ulrich Kaiser, 2014. "Targeted Advertising in Magazine Markets and the Advent of the Internet," Management Science, INFORMS, vol. 60(7), pages 1829-1843, July.
    20. Galperin, Hernán & Katz, Raúl L., 2013. "The demand gap: drivers and public policies," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37060.
    21. Viecens, María Fernanda & Galperin, Hernán & Mariscal Avilés, Judith, 2013. "National broadband plans," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37065.
    22. He, Xi & Lopez, Rigoberto A. & Liu, Yizao, 2015. "Substitution between Online and Offline Advertising: Evidence from the Carbonated Soft Drink Industry," Working Papers 37, University of Connecticut, Department of Agricultural and Resource Economics, Charles J. Zwick Center for Food and Resource Policy.
    23. Anna D'Annunzio & Antonio Russo, 2013. "Network Neutrality, Access to Content and Online Advertising," DIAG Technical Reports 2013-09, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
    24. Hong, Sounman, 2012. "Online news on Twitter: Newspapers’ social media adoption and their online readership," Information Economics and Policy, Elsevier, vol. 24(1), pages 69-74.
    25. Bustillo, René, 2013. "Net neutrality: debate and policies," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37067.
    26. UNGUREANU Andrei & POPESCU Doris-Louise, 2022. "Online Advertising - History, Evolution, And Challenges," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 74(3), pages 121-130, October.
    27. Choi, Daewon, 2013. "Broadband and industrial policy: the Korean experience..," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37066.
    28. Sung, Nakil & Kim, Jaekyeong, 2020. "Does the internet kill newspapers? The case of South Korea," Telecommunications Policy, Elsevier, vol. 44(4).
    29. Esfahani, Nikrooz Nasr & Jeon, Doh-Shin, 2013. "News Aggregators and Competition Among Newspapers in the Internet," IDEI Working Papers 770, Institut d'Économie Industrielle (IDEI), Toulouse, revised 16 Jul 2014.
    30. Burguet, Roberto & Caminal, Ramon & Ellman, Matthew, 2015. "In Google we trust?," International Journal of Industrial Organization, Elsevier, vol. 39(C), pages 44-55.
    31. Flores-Roux, Ernesto M., 2013. "Mobile broadband: the urgent need for speedier roll-out," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37063.
    32. Jullien, Bruno & Hagiu, Andrei, 2013. "Strategic Search Diversion, Product Affiliation and Platform Competition," CEPR Discussion Papers 9451, C.E.P.R. Discussion Papers.
    33. Anderson, Simon & Kind, Hans Jarle & Foros, Øystein, 2015. "Competition for advertisers and for viewers in media markets," CEPR Discussion Papers 10608, C.E.P.R. Discussion Papers.
    34. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    35. Andre Boik & Shane Greenstein & Jeffrey Prince, 2016. "The Empirical Economics of Online Attention," NBER Working Papers 22427, National Bureau of Economic Research, Inc.
    36. von Ehrlich, Maximilian & Greiner, Tanja, 2013. "The role of online platforms for media markets — Two-dimensional spatial competition in a two-sided market," International Journal of Industrial Organization, Elsevier, vol. 31(6), pages 723-737.
    37. Kerkhof, Anna & Münster, Johannes, 2015. "Quantity restrictions on advertising, commercial media bias, and welfare," Journal of Public Economics, Elsevier, vol. 131(C), pages 124-141.
    38. Colciago, Andrea & Etro, Federico, 2013. "Cloud computing, structural change and job creation in SMEs," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37064.
    39. Anja Lambrecht & Kanishka Misra, 2017. "Fee or Free: When Should Firms Charge for Online Content?," Management Science, INFORMS, vol. 63(4), pages 1150-1165, April.
    40. Alexandre de Corniere & Romain De Nijs, 2013. "Online Advertising and Privacy," Economics Series Working Papers 650, University of Oxford, Department of Economics.
    41. León, Omar de, 2013. "Regional and international connectivity," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37061.
    42. Alexandre de Cornière, 2016. "Search Advertising," American Economic Journal: Microeconomics, American Economic Association, vol. 8(3), pages 156-188, August.
    43. -, 2013. "Broadband in Latin America: Beyond Connectivity," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 35899 edited by Eclac.
    44. Jordán, Valeria & Rojas, Fernando & Barrantes, Roxana, 2013. "The shifting digital paradigm in Latin America," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37059.
    45. Villas-Boas, Sofia B, 2014. "Big Data in Firms and Economic Research," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt23n9h86m, Department of Agricultural & Resource Economics, UC Berkeley.
    46. Maxime C. Cohen & Antoine Désir & Nitish Korula & Balasubramanian Sivan, 2023. "Best of Both Worlds Ad Contracts: Guaranteed Allocation and Price with Programmatic Efficiency," Management Science, INFORMS, vol. 69(7), pages 4027-4050, July.
    47. Viecens, María Fernanda & Ganuza, Juan José, 2013. "The challenge of over-the-top content and services," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37069.
    48. Lesley Chiou & Catherine Tucker, 2015. "Content Aggregation by Platforms: The Case of the News Media," NBER Working Papers 21404, National Bureau of Economic Research, Inc.
    49. Bruno Jullien & Alessandro Pavan, 2014. "Platform Pricing under Dispersed Information," Discussion Papers 1568r, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    50. Anja Lambrecht & Avi Goldfarb & Alessandro Bonatti & Anindya Ghose & Daniel Goldstein & Randall Lewis & Anita Rao & Navdeep Sahni & Song Yao, 2014. "How do firms make money selling digital goods online?," Marketing Letters, Springer, vol. 25(3), pages 331-341, September.
    51. Lesley Chiou & Catherine Tucker, 2011. "How Does Content Aggregation Affect Users' Search for Information?," Working Papers 11-18, NET Institute, revised Oct 2011.
    52. David S. Evans & Richard Schmalensee, 2013. "The Antitrust Analysis of Multi-Sided Platform Businesses," NBER Working Papers 18783, National Bureau of Economic Research, Inc.
    53. Susan Athey & Emilio Calvano & Joshua S. Gans, 2014. "The Impact of Consumer Multi-homing on Advertising Markets and Media Competition," CSEF Working Papers 379, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 27 Apr 2016.

  75. Susan Athey & Scott Stern, 2013. "The Nature and Incidence of Software Piracy: Evidence from Windows," NBER Working Papers 19755, National Bureau of Economic Research, Inc.

    Cited by:

    1. Bradley, Wendy A. & Kolev, Julian, 2023. "How does digital piracy affect innovation? Evidence from software firms," Research Policy, Elsevier, vol. 52(3).
    2. Xinyu Hua & Kathryn E. Spier, 2021. "Settling Lawsuits with Pirates," HKUST CEP Working Papers Series 202104, HKUST Center for Economic Policy.
    3. Milan Miric & Lars Bo Jeppesen, 2020. "Does piracy lead to product abandonment or stimulate new product development?: Evidence from mobile platform‐based developer firms," Strategic Management Journal, Wiley Blackwell, vol. 41(12), pages 2155-2184, December.
    4. Ackermann, Klaus & Bradley, Wendy A. & Cameron, Jack Francis, 2025. "Avengers assemble! When digital piracy increases box office demand," Research Policy, Elsevier, vol. 54(8).
    5. Bastiaan Overvest & Bas Straathof, 2015. "What drives cybercrime? Empirical evidence from DDoS attacks," CPB Discussion Paper 306, CPB Netherlands Bureau for Economic Policy Analysis.
    6. Martínez-Sánchez, Francisco, 2020. "Preventing commercial piracy when consumers are loss averse," Information Economics and Policy, Elsevier, vol. 53(C).
    7. Shane Greenstein, 2020. "Digital Infrastructure," NBER Chapters, in: Economic Analysis and Infrastructure Investment, pages 409-447, National Bureau of Economic Research, Inc.

  76. Susan Athey & Dominic Coey & Jonathan Levin, 2011. "Set-Asides and Subsidies in Auctions," NBER Working Papers 16851, National Bureau of Economic Research, Inc.

    Cited by:

    1. Vivek Bhattacharya & James W. Roberts & Andrew Sweeting, 2013. "Regulating Bidder Participation in Auctions," NBER Working Papers 19352, National Bureau of Economic Research, Inc.
    2. Jose Alcalde & Matthias Dahm, 2020. "Affirmative Action through Endogenous Set-Asides," Discussion Papers 2020-01, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    3. Seres, G. & Pigon, Adam, 2019. "On the Competitive Effects of Screening in Procurement," Discussion Paper 2019-009, Tilburg University, Tilburg Law and Economic Center.
    4. Mojduszka, Eliza M., "undated". "An Analysis of the Forest Service Timber Sale Auctions and of the Effects of the Potential Inclusion of Stewardship Timber Contracts in the Set-Aside Program: a Case Study of the Pacific North-West Re," 2018 Annual Meeting, August 5-7, Washington, D.C. 274294, Agricultural and Applied Economics Association.
    5. Butler, Jeffrey V. & Carbone, Enrica & Conzo, Pierluigi & Spagnolo, Giancarlo, 2020. "Past performance and entry in procurement: An experimental investigation," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 179-195.
    6. Cave, Martin & Nicholls, Rob, 2017. "The use of spectrum auctions to attain multiple objectives: Policy implications," Telecommunications Policy, Elsevier, vol. 41(5), pages 367-378.
    7. Iossa, Elisabetta & Decarolis, Francesco & de Rassenfosse, Gaétan & Giuffrida, Leonardo Maria & Mollisi, Vincenzo & Raiteri, Emilio & Spagnolo, Giancarlo, 2019. "Buyers' Role in Innovation Procurement," CEPR Discussion Papers 13777, C.E.P.R. Discussion Papers.
    8. Gugler, Klaus & Weichselbaumer, Michael & Zulehner, Christine, 2015. "Competition in the economic crisis: Analysis of procurement auctions," European Economic Review, Elsevier, vol. 73(C), pages 35-57.
    9. Philippe Jehiel & Laurent Lamy, 2017. "On the benefits of set-asides," PSE Working Papers halshs-01557657, HAL.
    10. Sweeting, Andrew & Bhattacharya, Vivek, 2015. "Selective entry and auction design," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 189-207.
    11. Olga Chiappinelli & Gyula Seres, 2021. "Optimal Discounts in Green Public Procurement," Discussion Papers of DIW Berlin 1983, DIW Berlin, German Institute for Economic Research.
    12. Rosa, Benjamin, 2022. "Diversity versus Equity in Government Contracting," MPRA Paper 114765, University Library of Munich, Germany.
    13. Matilde Bombardini & Andres Gonzalez-Lira, 2024. "The Increasing Cost of Buying American," CESifo Working Paper Series 11339, CESifo.
    14. Michele Fioretti, 2022. "Caring or Pretending to Care? Social Impact, Firms' Objectives, and Welfare (former title: Social Responsibility and Firm's Objectives)," Sciences Po Economics Discussion Papers hal-03393065, HAL.
    15. Simon Finster & Patrick Loiseau & Simon Mauras & Mathieu Molina & Bary Pradelski, 2025. "Equitable Auctions," Post-Print hal-05225702, HAL.
    16. Manzano, Carolina & Vives, Xavier, 2017. "Market Power and Welfare in Asymmetric Divisible Good Auctions," IESE Research Papers D/1162, IESE Business School.
    17. Andrey Tkachenko & Paola Valbonesi & Elena Shadrina & Gegam Shagbazian, 2019. "Efficient design of set-aside auctions for small businesses: an empirical analysis," "Marco Fanno" Working Papers 0240, Dipartimento di Scienze Economiche "Marco Fanno".
    18. Ge, Houtian & Gomez, Miguel I. & Jablonski, Rebecca B.R., 2025. "Values-Based Food Procurement and Vendor Bid Decisions," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361192, Agricultural and Applied Economics Association.
    19. Andres Gonzalez-Lira & Michael S. Walker & Rodrigo Carril, 2022. "Competition under Incomplete Contracts and the Design of Procurement Policies," Working Papers 1327, Barcelona School of Economics.
    20. Bernhardt, Dan & Liu, Tingjun & Sogo, Takeharu, 2020. "Costly auction entry, royalty payments, and the optimality of asymmetric designs," Journal of Economic Theory, Elsevier, vol. 188(C).
    21. Alireza Fallah & Michael I. Jordan & Annie Ulichney, 2024. "Fair Allocation in Dynamic Mechanism Design," Papers 2406.00147, arXiv.org, revised Oct 2024.
    22. Daniel Garrett & Andrey Ordin & James W. Roberts & Juan Carlos Suárez Serrato, 2017. "Tax Advantages and Imperfect Competition in Auctions for Municipal Bonds," NBER Working Papers 23473, National Bureau of Economic Research, Inc.
    23. Rosa, Benjamin, 2019. "Bid Credits in Simultaneous Ascending Auctions," MPRA Paper 96895, University Library of Munich, Germany.
    24. Matilde Cappelletti & Leonardo M. Giuffrida, 2024. "Targeted Bidders in Government Tenders," CESifo Working Paper Series 11142, CESifo.
    25. Sandro Cabral, 2017. "Reconciling Conflicting Policy Objectives in Public Contracting: The Enabling Role of Capabilities," Journal of Management Studies, Wiley Blackwell, vol. 54(6), pages 823-853, September.
    26. José Alcalde & Matthias Dahm, "undated". "Supplier Diversity before the Time of Cholera," Discussion Papers in Economics 20/07, Division of Economics, School of Business, University of Leicester.
    27. Olga Chiappinelli & Ambrogio Dalò & Leonardo M. Giuffrida & Vitezslav Titl, 2025. "The Greener, the Better? Evidence from Government Contractors," CESifo Working Paper Series 11696, CESifo.
    28. Klenio Barbosa & Pierre C. Boyer, 2012. "Discrimination in Dynamic Procurement Design with Learning-by-doing," CESifo Working Paper Series 3947, CESifo.
    29. Luis Andres Marentes & Sergio Cabrales & Tilman Wolf & Anna Nagurney & Yezid Donoso, 2021. "A bandwidth auction mechanism to enable affordable internet access," Netnomics, Springer, vol. 22(2), pages 283-316, December.
    30. Nicola Branzoli & Francesco Decarolis, 2015. "Entry and Subcontracting in Public Procurement Auctions," Management Science, INFORMS, vol. 61(12), pages 2945-2962, December.
    31. Ruiqin Wang & Cagil Kocyigit & Napat Rujeerapaiboon, 2025. "Equitable Auction Design: With and Without Distributions," Papers 2502.08369, arXiv.org.
    32. Gary Madden & Hiroaki Suenaga, 2017. "The determinants of price in 3G spectrum auctions," Applied Economics, Taylor & Francis Journals, vol. 49(32), pages 3129-3140, July.
    33. Kirkegaard, René, 2013. "Handicaps in incomplete information all-pay auctions with a diverse set of bidders," European Economic Review, Elsevier, vol. 64(C), pages 98-110.
    34. David Brown, 2014. "The Effect of Subsidized Entry on Capacity Auctions and the Long-Run Resource Adequacy of Electricity Markets," Working Papers 2014-07, University of Alberta, Department of Economics.
    35. Subhasish M. Chowdhury & Patricia Esteve-Gonzalez & Anwesha Mukherjee, 2020. "Heterogeneity, Leveling the Playing Field, and Affirmative Action in Contests," Munich Papers in Political Economy 06, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    36. Jehiel, Philippe & Lamy, Laurent, 2014. "On discrimination in procurement auctions," CEPR Discussion Papers 9790, C.E.P.R. Discussion Papers.
    37. Paulo R. C. Reis & Sandro Cabral, 2015. "Public procurement strategy: the impacts of a preference programme for small and micro businesses," Public Money & Management, Taylor & Francis Journals, vol. 35(2), pages 103-110, March.
    38. James W. Roberts & Andrew Sweeting, 2016. "Bailouts and the Preservation of Competition: The Case of the Federal Timber Contract Payment Modification Act," American Economic Journal: Microeconomics, American Economic Association, vol. 8(3), pages 257-288, August.
    39. Che, Yeon-Koo & Gale, Ian & Kim, Jinwoo, 2013. "Efficient assignment mechanisms for liquidity-constrained agents," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 659-665.
    40. Olga Chiappinelli & Ambrogio Dalò & Leonardo M. Giuffrida, 2024. "The greener, the better? Evidence from government contractors," UB School of Economics Working Papers 2024/474, University of Barcelona School of Economics.
    41. Jayeeta Bhattacharya & Nathalie Gimenes & Emmanuel Guerre, 2019. "Semiparametric Quantile Models for Ascending Auctions with Asymmetric Bidders," Papers 1911.13063, arXiv.org, revised Sep 2020.
    42. Rosa, Benjamin, 2016. "Resident Bid Preference, Affiliation, and Procurement Competition: Evidence from New Mexico," MPRA Paper 68759, University Library of Munich, Germany.
    43. Hitoshi Matsushima, 2021. "Auctions with Ethical Concerns," CARF F-Series CARF-F-515, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    44. Chiappinelli, Olga & Dalò, Ambrogio & Giuffrida, Leonardo M., 2024. "The greener, the better? Evidence from government contractors," ZEW Discussion Papers 24-060, ZEW - Leibniz Centre for European Economic Research.
    45. Toivanen, Otto & Hyytinen, Ari & Lundberg, Sofia, 2016. "Design of Public Procurement Auctions: Evidence from Cleaning Contracts," CEPR Discussion Papers 11708, C.E.P.R. Discussion Papers.
    46. Georgia Kosmopoulou & Carlos Lamarche & Xueqi Zhou, 2016. "Price Adjustment Policies And Firm Size," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 895-906, April.
    47. Prokopovych, Pavlo & Yannelis, Nicholas C., 2019. "On monotone approximate and exact equilibria of an asymmetric first-price auction with affiliated private information," Journal of Economic Theory, Elsevier, vol. 184(C).
    48. Sandro Cabral, 2016. "Policy Interventions to Favor Small Firms in Public Contracting: Effects on Public Value Creation and Firm Level Outcomes," Business and Economics Working Papers 233, Unidade de Negocios e Economia, Insper.
    49. Doran, Colin & Stratmann, Thomas, 2021. "How does liability affect prices? Railroad sparks and timber," International Review of Law and Economics, Elsevier, vol. 66(C).
    50. Jun Nakabayashi, 2010. "Small Business Set-asides in Procurement Auctions: An Empirical Analysis," Global COE Hi-Stat Discussion Paper Series gd09-126, Institute of Economic Research, Hitotsubashi University.
    51. Luis Andres Marentes & Sergio Cabrales & Tilman Wolf & Anna Nagurney & Yezid Donoso, 2022. "A bandwidth auction mechanism to enable affordable internet access," Netnomics, Springer, vol. 22(2), pages 283-316, October.
    52. Grundl, Serafin & Zhu, Yu, 2019. "Identification and estimation of risk aversion in first-price auctions with unobserved auction heterogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 363-378.
    53. Rahul Deb & Mallesh Pai, 2013. "Symmetric Auctions," Working Papers tecipa-486, University of Toronto, Department of Economics.
    54. Dominic Coey & Bradley Larsen & Kane Sweeney, 2014. "The Bidder Exclusion Effect," NBER Working Papers 20523, National Bureau of Economic Research, Inc.
    55. Decarolis, Francesco & Giuffrida, Leonardo & Iossa, Elisabetta & Mollisi, Vincenzo & Spagnolo, Giancarlo, 2019. "Bureaucratic competence and procurement outcomes," ZEW Discussion Papers 19-057, ZEW - Leibniz Centre for European Economic Research.
    56. Joachim R. Groeger, 2014. "A Study Of Participation In Dynamic Auctions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55(4), pages 1129-1154, November.
    57. Rosa, Benjamin, 2016. "Subcontracting Requirements and the Cost of Government Procurement," MPRA Paper 77392, University Library of Munich, Germany.
    58. Cappelletti, Matilde & Giuffrida, Leonardo M., 2022. "Targeted bidders in government tenders," ZEW Discussion Papers 22-030, ZEW - Leibniz Centre for European Economic Research.
    59. Alcalde, José & Dahm, Matthias, 2024. "On the trade-off between supplier diversity and cost-effective procurement," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 63-90.
    60. Wanchang Zhang, 2022. "Auctioning Multiple Goods without Priors," Papers 2204.13726, arXiv.org.
    61. Ni Yan & WenTing Tao, 2023. "Set-Asides in USDA Food Procurement Auctions," Papers 2302.05772, arXiv.org.
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    65. Hoekman, Bernard & Onur Taş, Bedri Kamil, 2024. "Discretion and public procurement outcomes in Europe," European Journal of Political Economy, Elsevier, vol. 82(C).
    66. Wu, Shuping & Yang, Zan, 2020. "Informal government preferences and asymmetric land allocation in China," Land Use Policy, Elsevier, vol. 99(C).
    67. Tkachenko, Andrey, 2022. "State-business relations and access to external financing," BOFIT Discussion Papers 10/2022, Bank of Finland Institute for Emerging Economies (BOFIT).

  77. Susan Athey & Glenn Ellison & Susan C. Athey, 2010. "Dynamics of Open Source Movements," CESifo Working Paper Series 3215, CESifo.

    Cited by:

    1. Suhada, Thontowi A. & Ford, Jerad A. & Verreynne, Martie-Louise & Indulska, Marta, 2021. "Motivating individuals to contribute to firms’ non-pecuniary open innovation goals," Technovation, Elsevier, vol. 102(C).
    2. Bottai, Carlo, 2015. "Open Innovation in a Model à la Hotelling," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201526, University of Turin.
    3. Michael Schwarz & Yuri Takhteyev, 2009. "Half a Century of Public Software Institutions: Open Source as a Solution to Hold-Up Problem," NBER Working Papers 14946, National Bureau of Economic Research, Inc.
    4. Gastón Llanes, 2019. "Competitive strategy for open and user innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(2), pages 280-297, April.
    5. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    6. Johannes Loh & Tobias Kretschmer, 2023. "Online communities on competing platforms: Evidence from game wikis," Strategic Management Journal, Wiley Blackwell, vol. 44(2), pages 441-476, February.
    7. Fershtman, Chaim & Gandal, Neil, 2011. "A Brief Survey of the Economics of Open Source Software," CEPR Discussion Papers 8434, C.E.P.R. Discussion Papers.
    8. Jeongmeen Suh & Murat Yılmaz, 2019. "Economics of Open Source Technology: A Dynamic Approach," Dynamic Games and Applications, Springer, vol. 9(1), pages 254-280, March.
    9. Llanes, Gastón & de Elejalde, Ramiro, 2013. "Industry equilibrium with open-source and proprietary firms," International Journal of Industrial Organization, Elsevier, vol. 31(1), pages 36-49.
    10. Frank Nagle, 2018. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods," Organization Science, INFORMS, vol. 29(4), pages 569-587, August.
    11. Bruno S. Frey & Roger Lüthi & Margit Osterloh, 2011. "Community Enterprises - An Institutional Innovation," CESifo Working Paper Series 3428, CESifo.
    12. Terrence August & Wei Chen & Kevin Zhu, 2021. "Competition Among Proprietary and Open-Source Software Firms: The Role of Licensing in Strategic Contribution," Management Science, INFORMS, vol. 67(5), pages 3041-3066, May.
    13. Fursov, Konstantin & Linton, Jonathan, 2022. "Social innovation: Integrating product and user innovation," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    14. Abhishek Nagaraj, 2021. "Information Seeding and Knowledge Production in Online Communities: Evidence from OpenStreetMap," Management Science, INFORMS, vol. 67(8), pages 4908-4934, August.
    15. Murat Yılmaz, 2022. "Coexistence of proprietary and open‐source firms under product differentiation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 4153-4166, December.
    16. Chowdhury Mohammad Sakib Anwar & Konstantinos Georgalos, 2024. "Position uncertainty in a sequential public goods game: an experiment," Experimental Economics, Springer;Economic Science Association, vol. 27(4), pages 820-853, September.
    17. Jürgen Bitzer & Ingo Geishecker & Philipp J. H. Schröder, 2017. "Is there a wage premium for volunteer OSS engagement? – signalling, learning and noise," Applied Economics, Taylor & Francis Journals, vol. 49(14), pages 1379-1394, March.
    18. Chenhui (Julian) Guo & Tae Hun Kim & Anjana Susarla & Vallabh Sambamurthy, 2020. "Understanding Content Contribution Behavior in a Geosegmented Mobile Virtual Community: The Context of Waze," Information Systems Research, INFORMS, vol. 31(4), pages 1398-1420, December.
    19. Chen, Xiaomeng & Forman, Christopher & Kummer, Michael E., 2021. "Chat more and contribute better: An empirical study of a knowledge-sharing community," ZEW Discussion Papers 21-061, ZEW - Leibniz Centre for European Economic Research.
    20. Ding, Rong & Ko, Chiu Yu & Shen, Bo, 2022. "Partial compatibility in two-sided markets: Equilibrium and welfare analysis," Economic Modelling, Elsevier, vol. 116(C).
    21. Vidya Atal & Kameshwari Shankar, 2014. "Open Source Software: Competition with A Public Good," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 42(3), pages 333-345, September.
    22. Sacks, Michael, 2021. "Incentives for the over-provision of public goods," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 197-213.

  78. Susan Athey & Jonathan Levin & Enrique Seira, 2008. "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," NBER Working Papers 14590, National Bureau of Economic Research, Inc.

    Cited by:

    1. Matthew Gentry & Tong Li, 2012. "Identification in auctions with selective entry," CeMMAP working papers CWP38/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Robertson, Matthew J., 2025. "Procurement with competing insiders," Economics Letters, Elsevier, vol. 250(C).
    3. Vivek Bhattacharya & James W. Roberts & Andrew Sweeting, 2013. "Regulating Bidder Participation in Auctions," NBER Working Papers 19352, National Bureau of Economic Research, Inc.
    4. Gentry, Matthew & Komarova, Tatiana & Schiraldi, Pasquale & Shin, Wiroy, 2019. "On monotone strategy equilibria in simultaneous auctions for complementary goods," Journal of Mathematical Economics, Elsevier, vol. 85(C), pages 109-128.
    5. Weichselbaumer, Michael, 2024. "Competition after mergers near review thresholds," International Journal of Industrial Organization, Elsevier, vol. 94(C).
    6. Marmer, Vadim & Shneyerov, Artyom & Xu, Pai, 2013. "What model for entry in first-price auctions? A nonparametric approach," Journal of Econometrics, Elsevier, vol. 176(1), pages 46-58.
    7. Mojduszka, Eliza M., "undated". "An Analysis of the Forest Service Timber Sale Auctions and of the Effects of the Potential Inclusion of Stewardship Timber Contracts in the Set-Aside Program: a Case Study of the Pacific North-West Re," 2018 Annual Meeting, August 5-7, Washington, D.C. 274294, Agricultural and Applied Economics Association.
    8. Hanming Fang & Xun Tang, 2013. "Inference of Bidders' Risk Attitudes in Ascending Auctions with Endogenous Entry," NBER Working Papers 19435, National Bureau of Economic Research, Inc.
    9. Stefan Seifert & Silke Hüttel, 2023. "Is there a risk of a winner’s curse in farmland auctions?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(3), pages 1140-1177.
    10. Donna, Javier & Espin-Sanchez, Jose, 2014. "Complements and Substitutes in Sequential Auctions: The Case of Water Auctions," MPRA Paper 55079, University Library of Munich, Germany.
    11. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Levine's Bibliography 122247000000001045, UCLA Department of Economics.
    12. Wang, Hong, 2017. "Information acquisition versus information manipulation in multi-period procurement markets," Information Economics and Policy, Elsevier, vol. 40(C), pages 48-59.
    13. Jihui Chen & Maochao Xu, 2015. "Asymmetry and revenue in second-price auctions: a majorization approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 39(3), pages 625-640, July.
    14. Matthew Gentry & Tong Li & Jingfeng Lu, 2015. "Identification and estimation in first-price auctions with risk-averse bidders and selective entry," CeMMAP working papers 16/15, Institute for Fiscal Studies.
    15. Li, Tong & Zheng, Xiaoyong, 2012. "Information acquisition and/or bid preparation: A structural analysis of entry and bidding in timber sale auctions," Journal of Econometrics, Elsevier, vol. 168(1), pages 29-46.
    16. Yili Hong & Chong (Alex) Wang & Paul A. Pavlou, 2016. "Comparing Open and Sealed Bid Auctions: Evidence from Online Labor Markets," Information Systems Research, INFORMS, vol. 27(1), pages 49-69, March.
    17. Mehmet Ali Soytaş & Damla Durak Uşar, 2017. "Role of Strategic Interactions in Corporate Sustainability Decisions: An Empirical Investigation," Ekonomi-tek - International Economics Journal, Turkish Economic Association, vol. 6(1), pages 17-46, January.
    18. Patrick Bajari & Stephanie Houghton & Steven Tadelis, 2014. "Bidding for Incomplete Contracts: An Empirical Analysis of Adaptation Costs," American Economic Review, American Economic Association, vol. 104(4), pages 1288-1319, April.
    19. Simon Loertscher & Leslie M. Marx & Tom Wilkening, 2015. "A Long Way Coming: Designing Centralized Markets with Privately Informed Buyers and Sellers," Journal of Economic Literature, American Economic Association, vol. 53(4), pages 857-897, December.
    20. Adriaan R. Soetevent & Marco A. Haan & Pim Heijnen, 2014. "Do Auctions and Forced Divestitures Increase Competition? Evidence for Retail Gasoline Markets," Journal of Industrial Economics, Wiley Blackwell, vol. 62(3), pages 467-502, September.
    21. Gugler, Klaus & Weichselbaumer, Michael & Zulehner, Christine, 2015. "Competition in the economic crisis: Analysis of procurement auctions," European Economic Review, Elsevier, vol. 73(C), pages 35-57.
    22. Philippe Jehiel & Laurent Lamy, 2017. "On the benefits of set-asides," PSE Working Papers halshs-01557657, HAL.
    23. Sweeting, Andrew & Bhattacharya, Vivek, 2015. "Selective entry and auction design," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 189-207.
    24. Hanming Fang & Xun Tang, 2013. "Inference of Bidders’ Risk Attitudes in Ascending Auctions with Endogenous Entry," PIER Working Paper Archive 13-056, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    25. Daniel Rondeau & Pascal Courty & Maurice Doyon, 2013. "Simultaneous Allocation of Bundled Goods Through Auctions: Assessing the Case for Joint Bidding," CIRANO Working Papers 2013s-37, CIRANO.
    26. Thomas, Charles J., 2018. "An alternating-offers model of multilateral negotiations," Journal of Economic Behavior & Organization, Elsevier, vol. 149(C), pages 269-293.
    27. Yu Zhu, 2020. "Inference in nonparametric/semiparametric moment equality models with shape restrictions," Quantitative Economics, Econometric Society, vol. 11(2), pages 609-636, May.
    28. Kei Kawai & Jun Nakabayashi & Juan Ortner & Sylvain Chassang, 2023. "Using Bid Rotation and Incumbency to Detect Collusion: A Regression Discontinuity Approach," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 376-403.
    29. Carnehl, Christoph & Weiergraeber, Stefan, 2023. "Bidder asymmetries in procurement auctions: Efficiency vs. information – Evidence from railway passenger services," International Journal of Industrial Organization, Elsevier, vol. 87(C).
    30. Xiaoyong Cao & Shao-Chieh Hsueh & Guoqiang Tian & Wei Wang, 2024. "Participation constraints in first-price auctions," International Journal of Game Theory, Springer;Game Theory Society, vol. 53(2), pages 609-634, June.
    31. Kirill Kozlov & Guennady Ougolnitsky, 2022. "A Game Theoretic Model of Struggle with Corruption in Auctions: Computer Simulation," Mathematics, MDPI, vol. 10(19), pages 1-11, October.
    32. Könnyű, Nóra & Tóth, Sándor F., 2013. "A cutting plane method for solving harvest scheduling models with area restrictions," European Journal of Operational Research, Elsevier, vol. 228(1), pages 236-248.
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    34. Hu, Mantian & Xiao, Junji & Zheng, Bingyong, 2022. "The selection effect of quota rationing mechanisms on sales distribution: The convergence of auction and lottery," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 803-819.
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    36. John Asker & Chaim Fershtman & Jihye Jeon & Ariel Pakes, 2016. "The Competitive Effects of Information Sharing," NBER Working Papers 22836, National Bureau of Economic Research, Inc.
    37. Jun Ma & Vadim Marmer & Artyom Shneyerov & Pai Xu, 2019. "Monotonicity-Constrained Nonparametric Estimation and Inference for First-Price Auctions," Papers 1909.12974, arXiv.org.
    38. Andres Gonzalez-Lira & Michael S. Walker & Rodrigo Carril, 2022. "Competition under Incomplete Contracts and the Design of Procurement Policies," Working Papers 1327, Barcelona School of Economics.
    39. Kirkegaard, René, 2021. "Ranking reversals in asymmetric auctions," Journal of Mathematical Economics, Elsevier, vol. 95(C).
    40. Matthew Gentry & Tong Li, 2012. "Identification in auctions with selective entry," CeMMAP working papers 38/12, Institute for Fiscal Studies.
    41. Tong Li & Bingyu Zhang, 2015. "Affiliation and Entry in First-Price Auctions with Heterogeneous Bidders: An Analysis of Merger Effects," American Economic Journal: Microeconomics, American Economic Association, vol. 7(2), pages 188-214, May.
    42. Nianqing Liu & Yao Luo, 2017. "A Nonparametric Test For Comparing Valuation Distributions In First‐Price Auctions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58(3), pages 857-888, August.
    43. Komarova, Tatiana, 2013. "A new approach to identifying generalized competing risks models with application to second-price auctions," LSE Research Online Documents on Economics 50245, London School of Economics and Political Science, LSE Library.
    44. Joachim Freyberger & Bradley J. Larsen, 2022. "Identification in ascending auctions, with an application to digital rights management," Quantitative Economics, Econometric Society, vol. 13(2), pages 505-543, May.
    45. Xiaohong Chen & Matthew Gentry & Tong Li & Jingfeng Lu, 2020. "Identification and Inference in First-Price Auctions with Risk Averse Bidders and Selective Entry," Cowles Foundation Discussion Papers 2257, Cowles Foundation for Research in Economics, Yale University.
    46. Xin Feng & Jingfeng Lu & Yeneng Sun, 2020. "Ex Ante Efficient Mechanism With Private Entry Costs," Economic Inquiry, Western Economic Association International, vol. 58(3), pages 1531-1541, July.
    47. Gentry, Matthew & Li, Tong & Lu, Jingfeng, 2017. "Auctions with selective entry," Games and Economic Behavior, Elsevier, vol. 105(C), pages 104-111.
    48. Eric Auerbach & Yong Cai, 2022. "Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices," Papers 2205.01246, arXiv.org, revised Oct 2022.
    49. Philip A. Haile & Yuichi Kitamura, 2018. "Unobserved Heterogeneity in Auctions," Cowles Foundation Discussion Papers 2141, Cowles Foundation for Research in Economics, Yale University.
    50. Elena Krasnokutskaya & Katja Seim, 2011. "Bid Preference Programs and Participation in Highway Procurement Auctions," American Economic Review, American Economic Association, vol. 101(6), pages 2653-2686, October.
    51. Daniel Garrett & Andrey Ordin & James W. Roberts & Juan Carlos Suárez Serrato, 2017. "Tax Advantages and Imperfect Competition in Auctions for Municipal Bonds," NBER Working Papers 23473, National Bureau of Economic Research, Inc.
    52. Liran Einav & Jonathan D. Levin, 2010. "Empirical Industrial Organization: A Progress Report," NBER Working Papers 15786, National Bureau of Economic Research, Inc.
    53. Todd R. Kaplan & Shmuel Zamir, 2014. "Advances in Auctions," Discussion Paper Series dp662, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    54. Huang, Yangguang & Xia, Jijun, 2019. "Procurement auctions under quality manipulation corruption," European Economic Review, Elsevier, vol. 111(C), pages 380-399.
    55. S meyra Atmaca & Elena Podkolzina & Koen Schoors, 2019. "Corrupt Reserve Prices," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 19/961, Ghent University, Faculty of Economics and Business Administration.
    56. An, Yonghong, 2017. "Identification of first-price auctions with non-equilibrium beliefs: A measurement error approach," Journal of Econometrics, Elsevier, vol. 200(2), pages 326-343.
    57. Maasland, E., 2012. "Essays in auction theory," Other publications TiSEM 66fdb7ea-36e1-40d6-b6fd-c, Tilburg University, School of Economics and Management.
    58. de Leverano, Adriano, 2019. "Collusion through market sharing agreements: Evidence from Quebec's road paving market," ZEW Discussion Papers 19-053, ZEW - Leibniz Centre for European Economic Research.
    59. Lamy, Laurent, 2012. "The econometrics of auctions with asymmetric anonymous bidders," Journal of Econometrics, Elsevier, vol. 167(1), pages 113-132.
    60. James W. Roberts, 2013. "Unobserved heterogeneity and reserve prices in auctions," RAND Journal of Economics, RAND Corporation, vol. 44(4), pages 712-732, December.
    61. Zhongmin Wang & Minbo Xu, 2016. "Empirical Evidence on Competition and Revenue in an All-Pay Contest," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 49(3), pages 429-448, November.
    62. Shelegia, Sandro & Sherman, Joshua, 2019. "Bargaining at Retail Stores: Evidence from Vienna," CEPR Discussion Papers 14078, C.E.P.R. Discussion Papers.
    63. Yunmi Kong, 2020. "Not knowing the competition: evidence and implications for auction design," RAND Journal of Economics, RAND Corporation, vol. 51(3), pages 840-867, September.
    64. Ayako Suzuki, 2021. "Investigating Pure Bundling in Japan’s Electricity Procurement Auctions," Mathematics, MDPI, vol. 9(14), pages 1-19, July.
    65. Susan Athey & Jonathan Levin & Enrique Seira, "undated". "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," Discussion Papers 08-012, Stanford Institute for Economic Policy Research.
    66. Leonardo M. Giuffrida & Gabriele Rovigatti, 2022. "Supplier selection and contract enforcement: Evidence from performance bonding," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(4), pages 980-1019, November.
    67. Birulin, Oleksii, 2020. "Optimality of simple procurement auctions," International Journal of Industrial Organization, Elsevier, vol. 70(C).
    68. Tatoutchoup, Francis Didier, 2017. "Forestry auctions with interdependent values: Evidence from timber auctions," Forest Policy and Economics, Elsevier, vol. 80(C), pages 107-115.
    69. John Asker & Chaim Fershtman & Jihye Jeon & Ariel Pakes, 2020. "A computational framework for analyzing dynamic auctions: The market impact of information sharing," RAND Journal of Economics, RAND Corporation, vol. 51(3), pages 805-839, September.
    70. Ridderstedt, Ivan & Nilsson, Jan-Eric, 2022. "Economies of scale versus the costs of bundling in the procurement of highway pavement replacement," Working Papers 2022:4, Swedish National Road & Transport Research Institute (VTI).
    71. Pasha Andreyanov & El Hadi Caoui, 2022. "Secret reserve prices by uninformed sellers," Quantitative Economics, Econometric Society, vol. 13(3), pages 1203-1256, July.
    72. Hill, Jonathan B. & Shneyerov, Artyom, 2013. "Are there common values in first-price auctions? A tail-index nonparametric test," Journal of Econometrics, Elsevier, vol. 174(2), pages 144-164.
    73. Hickman Brent R. & Hubbard Timothy P. & Sağlam Yiğit, 2012. "Structural Econometric Methods in Auctions: A Guide to the Literature," Journal of Econometric Methods, De Gruyter, vol. 1(1), pages 67-106, August.
    74. Bernard Lebrun, 2015. "Revenue-superior variants of the second-price auction," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 59(2), pages 245-275, June.
    75. Balmford, Ben & Collins, Joseph & Day, Brett & Lindsay, Luke & Peacock, James, 2023. "Pricing rules for PES auctions: Evidence from a natural experiment," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
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    77. Gary Madden & Hiroaki Suenaga, 2017. "The determinants of price in 3G spectrum auctions," Applied Economics, Taylor & Francis Journals, vol. 49(32), pages 3129-3140, July.
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    136. Neil Newman & Kevin Leyton-Brown & Paul Milgrom & Ilya Segal, 2024. "Incentive Auction Design Alternatives: A Simulation Study," Management Science, INFORMS, vol. 70(11), pages 8187-8215, November.
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  79. Susan Athey & Ilya Segal, 2007. "Designing Efficient Mechanisms for Dynamic Bilateral Trading Games," Levine's Bibliography 321307000000000892, UCLA Department of Economics.

    Cited by:

    1. Aristotelis Boukouras & Kostas Koufopoulos, 2017. "Efficient allocations in economies with asymmetric information when the realized frequency of types is common knowledge," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 64(1), pages 75-98, June.
    2. Rohit Lamba, 2022. "Efficiency with(out) intermediation in repeated bilateral trade," Papers 2202.04201, arXiv.org.
    3. Garrett, Daniel F., 2023. "Ready to trade? On budget-balanced efficient trade with uncertain arrival," Games and Economic Behavior, Elsevier, vol. 138(C), pages 161-170.
    4. Aristotelis Boukouras & Kostas Koufopoulos, 2015. "Efficient Allocations in Economies with Asymmetric Information when the Realized Frequency of Types is Common Knowledge," Discussion Papers in Economics 15/04, Division of Economics, School of Business, University of Leicester.
    5. Dirk Bergemann & Juuso Valimaki, 2008. "The Dynamic Pivot Mechanism," Cowles Foundation Discussion Papers 1672, Cowles Foundation for Research in Economics, Yale University.
    6. Thomas D. Jeitschko & Pallavi Pal, 2022. "Curbing Price Fluctuations in Cap-and-Trade Auctions," CESifo Working Paper Series 9978, CESifo.
    7. Krähmer, Daniel & Strausz, Roland, 2010. "Optimal Procurement Contracts with Pre–Project Planning," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 303, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    8. Rahul Deb & Maher Said, 2013. "Dynamic Screening with Limited Commitment," Working Papers tecipa-485, University of Toronto, Department of Economics.
    9. Rohit Lamba & Ilia Krasikov, 2017. "A Theory of Dynamic Contracting with Financial Constraints," 2017 Meeting Papers 1544, Society for Economic Dynamics.
    10. Said, Maher, 2012. "Auctions with dynamic populations: Efficiency and revenue maximization," Journal of Economic Theory, Elsevier, vol. 147(6), pages 2419-2438.
    11. Dirk Bergemann & Juuso Välimäki, 2007. "Dynamic Marginal Contribution Mechanism," Levine's Bibliography 843644000000000300, UCLA Department of Economics.

  80. Susan Athey & Ilya Segal, 2007. "An Efficient Dynamic Mechanism," Levine's Bibliography 122247000000001134, UCLA Department of Economics.

    Cited by:

    1. Samuel Antill & Darrell Duffie, 2017. "Augmenting Markets with Mechanisms," NBER Working Papers 24146, National Bureau of Economic Research, Inc.
    2. Hitoshi Matsushima & Shunya Noda, 2019. "Mechanism Design with General Ex-Ante Investments (Revised version of F415 )," CARF F-Series CARF-F-464, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    3. Tao Zhang & Quanyan Zhu, 2020. "Implementability of Honest Multi-Agent Sequential Decision-Making with Dynamic Population," Papers 2003.03173, arXiv.org, revised May 2020.
    4. Hamid Nazerzadeh & Amin Saberi & Rakesh Vohra, 2013. "Dynamic Pay-Per-Action Mechanisms and Applications to Online Advertising," Operations Research, INFORMS, vol. 61(1), pages 98-111, February.
    5. Su, Alice Peng-Ju, 2017. "Information revelation in the Property Right Theory of the firms," International Journal of Industrial Organization, Elsevier, vol. 52(C), pages 133-164.
    6. Aristotelis Boukouras & Kostas Koufopoulos, 2017. "Efficient allocations in economies with asymmetric information when the realized frequency of types is common knowledge," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 64(1), pages 75-98, June.
    7. Hitoshi Matsushima & Shunya Noda, 2020. "Mechanism Design with Blockchain Enforcement," KIER Working Papers 1027, Kyoto University, Institute of Economic Research.
    8. Sambuddha Ghosh & Yan Long & Manipushpak Mitra, 2021. "Prior-free online mechanisms for queueing with arrivals," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 72(2), pages 671-700, September.
    9. Said, Maher, 2008. "Auctions with Dynamic Populations: Efficiency and Revenue Maximization," MPRA Paper 11456, University Library of Munich, Germany.
    10. Alex Gershkov & Benny Moldovanu, 2010. "Optimal Search, Learning and Implementation," Discussion Paper Series dp543, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    11. Bergemann, Dirk & Pavan, Alessandro, 2015. "Introduction to Symposium on Dynamic Contracts and Mechanism Design," Journal of Economic Theory, Elsevier, vol. 159(PB), pages 679-701.
    12. Mierendorff, Konrad, 2016. "Optimal dynamic mechanism design with deadlines," Journal of Economic Theory, Elsevier, vol. 161(C), pages 190-222.
    13. Loertscher, Simon & Muir, Ellen V. & Taylor, Peter G., 2022. "Optimal market thickness," Journal of Economic Theory, Elsevier, vol. 200(C).
    14. Mierendorff, Konrad, 2013. "The Dynamic Vickrey Auction," Games and Economic Behavior, Elsevier, vol. 82(C), pages 192-204.
    15. Farzaneh Farhadi & Hamidreza Tavafoghi & Demosthenis Teneketzis & S. Jamaloddin Golestani, 2019. "An Efficient Dynamic Allocation Mechanism for Security in Networks of Interdependent Strategic Agents," Dynamic Games and Applications, Springer, vol. 9(4), pages 914-941, December.
    16. Cheng Wang, 1995. "Dynamic Insurance with Private Information and Balanced Budgets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 577-595.
    17. Tao Zhang & Quanyan Zhu, 2022. "On Incentive Compatibility in Dynamic Mechanism Design With Exit Option in a Markovian Environment," Dynamic Games and Applications, Springer, vol. 12(2), pages 701-745, June.
    18. Hayashi, Takashi & Lombardi, Michele, 2019. "One-step-ahead implementation," Journal of Mathematical Economics, Elsevier, vol. 83(C), pages 110-126.
    19. Francis Bloch & Simona Fabrizi & Steffen Lippert, 2015. "Learning and collusion in new markets with uncertain entry costs," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 58(2), pages 273-303, February.
    20. Endre Cs'oka, 2021. "A Robust Efficient Dynamic Mechanism," Papers 2110.15219, arXiv.org, revised Jun 2022.
    21. Francis Bloch & David Cantala, 2010. "Markovian assignment rules," Serie documentos de trabajo del Centro de Estudios Económicos 2010-18, El Colegio de México, Centro de Estudios Económicos.
    22. Rohit Lamba, 2022. "Efficiency with(out) intermediation in repeated bilateral trade," Papers 2202.04201, arXiv.org.
    23. Kruse, Thomas & Strack, Philipp, 2015. "Optimal stopping with private information," Journal of Economic Theory, Elsevier, vol. 159(PB), pages 702-727.
    24. Dirk Bergemann & Maher Said, 2010. "Dynamic Auctions: A Survey," Levine's Working Paper Archive 661465000000000035, David K. Levine.
    25. Susan Athey & Ilya Segal, 2007. "Designing Efficient Mechanisms for Dynamic Bilateral Trading Games," Levine's Bibliography 321307000000000892, UCLA Department of Economics.
    26. Pau S. Pujolas & Zachary L. Mahone, 2017. "Optimal Design and Quantitative Evaluation of the Minimum Wage," Department of Economics Working Papers 2017-15, McMaster University.
    27. Gershkov, Alex & Moldovanu, Benny, 2010. "Efficient sequential assignment with incomplete information," Games and Economic Behavior, Elsevier, vol. 68(1), pages 144-154, January.
    28. , H. & ,, 2016. "Approximate efficiency in repeated games with side-payments and correlated signals," Theoretical Economics, Econometric Society, vol. 11(1), January.
    29. Mikhail Golosov & Vasiliki Skreta & Aleh Tsyvinski & Andrea Wilson, 2011. "Dynamic Strategic Information Transmission," EIEF Working Papers Series 1110, Einaudi Institute for Economics and Finance (EIEF), revised May 2011.
    30. Julio B. Clempner, 2023. "A Dynamic Mechanism Design for Controllable and Ergodic Markov Games," Computational Economics, Springer;Society for Computational Economics, vol. 61(3), pages 1151-1171, March.
    31. Olga Gorelkina, 2015. "The Expected Externality Mechanism in a Level-k Environment," Discussion Paper Series of the Max Planck Institute for Behavioral Economics 2015_03, Max Planck Institute for Behavioral Economics.
    32. Swaprava Nath & Onno Zoeter & Y. Narahari & Christopher Dance, 2015. "Dynamic mechanism design with interdependent valuations," Review of Economic Design, Springer;Society for Economic Design, vol. 19(3), pages 211-228, September.
    33. Braverman, Mark & Chassang, Sylvain, 2022. "Data-driven incentive alignment in capitation schemes," Journal of Public Economics, Elsevier, vol. 207(C).
    34. Garrett, Daniel F., 2023. "Ready to trade? On budget-balanced efficient trade with uncertain arrival," Games and Economic Behavior, Elsevier, vol. 138(C), pages 161-170.
    35. moldovanu, benny & Gershkov, Alex, 2007. "The Dynamic Assignment of Heterogenous Objects: A Mechanism Design Approach," CEPR Discussion Papers 6439, C.E.P.R. Discussion Papers.
    36. Guy Aridor & Yishay Mansour & Aleksandrs Slivkins & Zhiwei Steven Wu, 2020. "Competing Bandits: The Perils of Exploration Under Competition," Papers 2007.10144, arXiv.org, revised Oct 2024.
    37. Kiho Yoon, 2015. "On Budget Balance of the Dynamic Pivot Mechanism," Discussion Paper Series 1501, Institute of Economic Research, Korea University.
    38. Tao Zhang & Quanyan Zhu, 2019. "On Incentive Compatibility in Dynamic Mechanism Design With Exit Option in a Markovian Environment," Papers 1909.13720, arXiv.org, revised May 2021.
    39. Babaioff, Moshe & Blumrosen, Liad & Roth, Aaron, 2015. "Auctions with online supply," Games and Economic Behavior, Elsevier, vol. 90(C), pages 227-246.
    40. Stéphane Auray & Thomas Mariotti & Fabien Moizeau, 2008. "Dynamic Regulation of Quality," Cahiers de recherche 08-11, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    41. Juntao Chen & Quanyan Zhu & Tamer Başar, 2021. "Dynamic Contract Design for Systemic Cyber Risk Management of Interdependent Enterprise Networks," Dynamic Games and Applications, Springer, vol. 11(2), pages 294-325, June.
    42. Gorkem Celik, 2015. "Implementation by Gradual Revelation," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 271-296, June.
    43. Tao, Xiangyang & Peng, Qiaoyu, 2025. "Moral hazard in data envelopment analysis benchmarking," European Journal of Operational Research, Elsevier, vol. 327(1), pages 203-217.
    44. Aristotelis Boukouras & Kostas Koufopoulos, 2015. "Efficient Allocations in Economies with Asymmetric Information when the Realized Frequency of Types is Common Knowledge," Discussion Papers in Economics 15/04, Division of Economics, School of Business, University of Leicester.
    45. Mark Braverman & Sylvain Chassang, 2020. "Data-Driven Incentive Alignment in Capitation Schemes," Working Papers 2020-60, Princeton University. Economics Department..
    46. Liu, Fang & Gavirneni, Srinagesh, 2018. "Optimal periodic flexible policies for two-stage serial supply chains," European Journal of Operational Research, Elsevier, vol. 268(1), pages 148-160.
    47. Bruno Sultanum, 2014. "Financial fragility and over-the-counter markets," 2014 Papers psu420, Job Market Papers.
    48. Chan, Jimmy & Zhang, Wenzhang, 2015. "Collusion enforcement with private information and private monitoring," Journal of Economic Theory, Elsevier, vol. 157(C), pages 188-211.
    49. Hitoshi Matsushima & Shunya Noda, 2019. "Mechanism Design with General Ex-Ante Investments," CIRJE F-Series CIRJE-F-1124, CIRJE, Faculty of Economics, University of Tokyo.
    50. Jiao, Wen & Yan, Hong & Pang, King-Wah, 2016. "Nonlinear pricing for stochastic container leasing system," Transportation Research Part B: Methodological, Elsevier, vol. 89(C), pages 1-18.
    51. Dirk Bergemann & Michael C. Wang, 2025. "Optimal Pricing of Cloud Services: Committed Spend under Demand Uncertainty," Cowles Foundation Discussion Papers 2424, Cowles Foundation for Research in Economics, Yale University.
    52. Thomas D. Jeitschko & Pallavi Pal, 2022. "Curbing Price Fluctuations in Cap-and-Trade Auctions," CESifo Working Paper Series 9978, CESifo.
    53. Bianchi, Milo & Yamashita, Takuro, 2024. "Optimal Investment in Network Infrastructures," TSE Working Papers 1560, Toulouse School of Economics (TSE).
    54. He, Wei & Li, Jiangtao, 2016. "Efficient dynamic mechanisms with interdependent valuations," Games and Economic Behavior, Elsevier, vol. 97(C), pages 166-173.
    55. Jeitschko, Thomas D. & Withers, John A., 2019. "Dynamic regulation revisited: Signal dampening, experimentation and the ratchet effect," DICE Discussion Papers 318, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
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    120. Chen, Yongmin & Li, zhuozheng & Zhang, Tianle, 2019. "A Search Model of Experience Goods," MPRA Paper 93547, University Library of Munich, Germany.
    121. Lijia Ma & Xingchen Xu & Yong Tan, 2024. "Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines," Papers 2402.19421, arXiv.org.
    122. Hämäläinen, Saara, 2018. "Competitive search obfuscation," Journal of Economic Dynamics and Control, Elsevier, vol. 97(C), pages 38-63.
    123. Ding, Yucheng & Zhang, Tianle, 2018. "Price-directed Consumer Search," MPRA Paper 93552, University Library of Munich, Germany.
    124. Chen, Yongmin, 2023. "Search and Competition Under Product Quality Uncertainty," MPRA Paper 116609, University Library of Munich, Germany.
    125. Chen, Yongmin & Zhang, Tianle, 2018. "Intermediaries and consumer search," International Journal of Industrial Organization, Elsevier, vol. 57(C), pages 255-277.
    126. Ken Heyer & Carl Shapiro & Jeffrey Wilder, 2009. "The Year in Review: Economics at the Antitrust Division, 2008–2009," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 35(4), pages 349-367, December.
    127. Ostrovsky, Michael & Schwarz, Michael, 2009. "Reserve Prices in Internet Advertising Auctions: A Field Experiment," Research Papers 2054, Stanford University, Graduate School of Business.
    128. Fershtman, Chaim & Fishman, Arthur & Zhou, Jidong, 2018. "Search and categorization," International Journal of Industrial Organization, Elsevier, vol. 57(C), pages 225-254.
    129. Rad Niazadeh & Negin Golrezaei & Joshua Wang & Fransisca Susan & Ashwinkumar Badanidiyuru, 2023. "Online Learning via Offline Greedy Algorithms: Applications in Market Design and Optimization," Management Science, INFORMS, vol. 69(7), pages 3797-3817, July.
    130. Pallavi Pal, 2023. "Sponsored Search Auction and the Revenue- Maximizing Number of Ads per Page," CESifo Working Paper Series 10299, CESifo.
    131. Armstrong, Mark & Zhou, Jidong, 2011. "Paying for prominence," MPRA Paper 30529, University Library of Munich, Germany.
    132. Xinyu Cao & T. Tony Ke, 2019. "Cooperative Search Advertising," Marketing Science, INFORMS, vol. 38(1), pages 44-67, January.
    133. Alison Watts, 2018. "Generalized Second Price Auctions over a Network," Games, MDPI, vol. 9(3), pages 1-11, September.
    134. Peter Landry, 2021. "Keywords, limited consideration, and organic product listings," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 505-566, December.
    135. Chen Jin & Luyi Yang & Kartik Hosanagar, 2019. "To Brush or Not to Brush: Product Rankings, Customer Search, and Fake Orders," Working Papers 19-02, NET Institute.
    136. Yan, Haomin, 2021. "Position auctions with multi-unit demands," Games and Economic Behavior, Elsevier, vol. 127(C), pages 179-193.
    137. Nicolás Figueroa & Vasiliki Skreta, 2011. "Optimal allocation mechanisms with single-dimensional private information," Review of Economic Design, Springer;Society for Economic Design, vol. 15(3), pages 213-243, September.
    138. Hummel, Patrick, 2016. "Position auctions with dynamic resizing," International Journal of Industrial Organization, Elsevier, vol. 45(C), pages 38-46.
    139. Marius Schwartz & Yongmin Chen, 2023. "Assigning Default Position for Digital Goods: Competition, Regulation and Welfare," Working Papers gueconwpa~23-23-05, Georgetown University, Department of Economics.
    140. Susan Athey & Michael Luca, 2018. "Economists (and Economics) in Tech Companies," NBER Working Papers 25064, National Bureau of Economic Research, Inc.
    141. Etro, Federico, 2017. "Research in economics and game theory. A 70th anniversary," Research in Economics, Elsevier, vol. 71(1), pages 1-7.
    142. Ying‐Ju Chen, 2021. "Optimal Design of Revenue‐Maximizing Position Auctions with Consumer Search," Production and Operations Management, Production and Operations Management Society, vol. 30(9), pages 3297-3316, September.

  82. Susan Athey & Guido Imbens, 2006. "Discrete Choice Models with Multiple Unobserved Choice Characteristics," Levine's Bibliography 122247000000001040, UCLA Department of Economics.

    Cited by:

    1. Jun, Sung Jae & Pinkse, Joris, 2020. "Counterfactual prediction in complete information games: Point prediction under partial identification," Journal of Econometrics, Elsevier, vol. 216(2), pages 394-429.
    2. Rohlfs, Chris & Sullivan, Ryan & Kniesner, Thomas J., 2013. "Hedonic Estimation under Very General Conditions Using Experimental and Quasi-Experimental Designs," IZA Discussion Papers 7554, Institute of Labor Economics (IZA).
    3. Christopher T. Conlon & Julie Holland Mortimer, 2008. "Demand Estimation Under Incomplete Product Availability," NBER Working Papers 14315, National Bureau of Economic Research, Inc.
    4. Haoge Chang & Yusuke Narita & Kota Saito, 2022. "Approximating Choice Data by Discrete Choice Models," Papers 2205.01882, arXiv.org, revised Dec 2023.
    5. Martin Burda & Matthew C. Harding & Jerry Hausman, 2008. "A Bayesian mixed logit-probit model for multinomial choice," CeMMAP working papers CWP23/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Steven T. Berry & Philip A. Haile, 2010. "Identification in Differentiated Products Markets Using Market Level Data," NBER Working Papers 15641, National Bureau of Economic Research, Inc.
    7. Ian M. McCarthy & Rusty Tchernis, 2010. "Search costs and Medicare plan choice," Health Economics, John Wiley & Sons, Ltd., vol. 19(10), pages 1142-1165, October.
    8. Eric Gautier & Yuichi Kitamura, 2011. "Nonparametric estimation in random coefficients binary choice models," Working Papers hal-00403939, HAL.
    9. Steven T. Berry & Philip Haile, 2015. "Identification in Differentiated Products Markets," NBER Working Papers 21500, National Bureau of Economic Research, Inc.
    10. Steven T. Berry & Philip A. Haile, 2009. "Nonparametric Identification of Multinomial Choice Demand Models with Heterogeneous Consumers," Cowles Foundation Discussion Papers 1718, Cowles Foundation for Research in Economics, Yale University, revised Mar 2010.
    11. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    12. Eriksen, Michael D. & Kniesner, Thomas J. & Rohlfs, Chris & Sullivan, Ryan, 2016. "Toward more general hedonic estimation: Clarifying the roles of alternative experimental designs with an application to a housing attribute," Regional Science and Urban Economics, Elsevier, vol. 57(C), pages 54-62.
    13. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2012. "Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content," Marketing Science, INFORMS, vol. 31(3), pages 493-520, May.
    14. Okwelum, Edson, 2015. "Consumer Heterogeneity and Gasoline Price Response: Implications for Optimal Tax policy," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205897, Agricultural and Applied Economics Association.

  83. Susan Athey & David Miller, 2006. "Efficiency in Repeated Trade with Hidden Valuations," Levine's Bibliography 784828000000000256, UCLA Department of Economics.

    Cited by:

    1. Drexl, Moritz & Kleiner, Andreas, 2013. "Preference Intensities in Repeated Collective Decision-Making," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79832, Verein für Socialpolitik / German Economic Association.
    2. Eilat, Ran & Paunzer, Ady, 2008. "Optimal Bilateral Trade of Multiple Objects," Foerder Institute for Economic Research Working Papers 275716, Tel-Aviv University > Foerder Institute for Economic Research.
    3. Loertscher, Simon & Muir, Ellen V. & Taylor, Peter G., 2022. "Optimal market thickness," Journal of Economic Theory, Elsevier, vol. 200(C).
    4. Olszewski, Wojciech & Safronov, Mikhail, 2018. "Efficient cooperation by exchanging favors," Theoretical Economics, Econometric Society, vol. 13(3), September.
    5. Andrzej Skrzypacz & Juuso Toikka, 2015. "Mechanisms for Repeated Trade," American Economic Journal: Microeconomics, American Economic Association, vol. 7(4), pages 252-293, November.
    6. Rohit Lamba, 2022. "Efficiency with(out) intermediation in repeated bilateral trade," Papers 2202.04201, arXiv.org.
    7. Eliaz, Kfir & Rozen, Kareen & de Clippel, Geoffroy & Fershtman, Daniel, 2019. "On Selecting the Right Agent," CEPR Discussion Papers 13891, C.E.P.R. Discussion Papers.
    8. Conan Mukherjee, 2020. "On group strategyproof and optimal object allocation," Economic Theory Bulletin, Springer;Society for the Advancement of Economic Theory (SAET), vol. 8(2), pages 289-304, October.
    9. Garrett, Daniel F., 2023. "Ready to trade? On budget-balanced efficient trade with uncertain arrival," Games and Economic Behavior, Elsevier, vol. 138(C), pages 161-170.
    10. Chan, Jimmy & Zhang, Wenzhang, 2015. "Collusion enforcement with private information and private monitoring," Journal of Economic Theory, Elsevier, vol. 157(C), pages 188-211.
    11. Drexl, Moritz & Kleiner, Andreas, 2015. "Optimal private good allocation: The case for a balanced budget," Games and Economic Behavior, Elsevier, vol. 94(C), pages 169-181.
    12. Liu, Heng, 2018. "Efficient dynamic mechanisms in environments with interdependent valuations: the role of contingent transfers," Theoretical Economics, Econometric Society, vol. 13(2), May.
    13. Alberto Martin & Wouter Vergote, 2005. "On the role of retaliation in trade agreements," Economics Working Papers 914, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2008.
    14. Susan Athey & Ilya Segal, 2007. "An Efficient Dynamic Mechanism," Levine's Bibliography 122247000000001134, UCLA Department of Economics.
    15. Rohit Lamba & Ilia Krasikov, 2017. "A Theory of Dynamic Contracting with Financial Constraints," 2017 Meeting Papers 1544, Society for Economic Dynamics.
    16. Eilat, Ran & Pauzner, Ady, 2011. "Optimal bilateral trade of multiple objects," Games and Economic Behavior, Elsevier, vol. 71(2), pages 503-512, March.
    17. Leo, Greg, 2017. "Taking turns," Games and Economic Behavior, Elsevier, vol. 102(C), pages 525-547.

  84. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Levine's Bibliography 122247000000001045, UCLA Department of Economics.

    Cited by:

    1. Sweeting, Andrew & Bhattacharya, Vivek, 2015. "Selective entry and auction design," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 189-207.
    2. Ivaldi, Marc & Motis, Jrissy, 2007. "Mergers as Auctions," IDEI Working Papers 461, Institut d'Économie Industrielle (IDEI), Toulouse.
    3. Blancas, Luis & Chioda, Laura & Cordella, Tito & Oliveira, Alexandre & Vardy, Felix, 2011. "Do procurement rules impact infrastructure investment efficiency ? an empirical analysis of inversao das fases in Sao Paulo state," Policy Research Working Paper Series 5528, The World Bank.
    4. Gabrielli, M. Florencia & Willington, Manuel, 2023. "Estimating damages from bidding rings in first-price auctions," Economic Modelling, Elsevier, vol. 126(C).
    5. Philippe Jehiel & Benny Moldovanu, 2006. "Allocative and Informational Externalities in Auctions and Related Mechanisms," Levine's Bibliography 122247000000001129, UCLA Department of Economics.
    6. Liran Einav & Jonathan D. Levin, 2010. "Empirical Industrial Organization: A Progress Report," NBER Working Papers 15786, National Bureau of Economic Research, Inc.
    7. Bierens, Herman J. & Song, Hosin, 2012. "Semi-nonparametric estimation of independently and identically repeated first-price auctions via an integrated simulated moments method," Journal of Econometrics, Elsevier, vol. 168(1), pages 108-119.
    8. Philippe Jehiel, 2007. "Manipulative Auction Design," Levine's Bibliography 122247000000001547, UCLA Department of Economics.
    9. Simona Bigerna & Carlo Andrea Bollino & Maria Chiara D’Errico & Paolo Polinori, 2023. "A new design for market power monitoring in the electricity market. A simulation for Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(1), pages 285-317, April.
    10. Bigerna, Simona & Bollino, Carlo Andrea & D'Errico, Maria Chiara & Polinori, Paolo, 2017. "The Ideal Competitive Electricity Market. A simulation for Italy," MPRA Paper 94893, University Library of Munich, Germany.
    11. Gian Luigi Albano & Federico Dini & Roberto Zampino, 2008. "Bidding for Complex Projects: Evidence From the Acquisitions of IT Services," Working Papers 2008.86, Fondazione Eni Enrico Mattei.
    12. Sang Won Kim & Marcelo Olivares & Gabriel Y. Weintraub, 2014. "Measuring the Performance of Large-Scale Combinatorial Auctions: A Structural Estimation Approach," Management Science, INFORMS, vol. 60(5), pages 1180-1201, May.
    13. Veronika Grimm, 2007. "Paarsch, H. J., and Hong, H.: An Introduction to the Structural Econometrics of Auction Data," Journal of Economics, Springer, vol. 92(2), pages 205-208, October.
    14. Wenchuan Liu & Yu Zhang & Qi Li, 2015. "A semiparametric varying coefficient model of monotone auction bidding processes," Empirical Economics, Springer, vol. 48(1), pages 313-335, February.
    15. Song, Zirui & Landrum, Mary Beth & Chernew, Michael E., 2013. "Competitive bidding in Medicare Advantage: Effect of benchmark changes on plan bids," Journal of Health Economics, Elsevier, vol. 32(6), pages 1301-1312.
    16. Nobel Prize Committee, 2020. "Improvements to auction theory and inventions of new auction formats," Nobel Prize in Economics documents 2020-2, Nobel Prize Committee.
    17. Marcelo Olivares & Gabriel Y. Weintraub & Rafael Epstein & Daniel Yung, 2012. "Combinatorial Auctions for Procurement: An Empirical Study of the Chilean School Meals Auction," Management Science, INFORMS, vol. 58(8), pages 1458-1481, August.
    18. Bosco, Bruno & Parisio, Lucia & Pelagatti, Matteo, 2012. "Strategic bidding in vertically integrated power markets with an application to the Italian electricity auctions," Energy Economics, Elsevier, vol. 34(6), pages 2046-2057.
    19. Albano, Gian Luigi & Dini, Federico & Zampino, Roberto, 2008. "Bidding for Complex Projects: Evidence From the Acquisitions of IT Services," Privatisation Regulation Corporate Governance Working Papers 46547, Fondazione Eni Enrico Mattei (FEEM).
    20. Maria Chiara D?Errico, 2020. "Competition in the Italian electricity market: The unforeseen social welfare losses of reform," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2020(2), pages 75-91.
    21. Armantier, Olivier & Ghysels, Eric & Sarkar, Asani & Shrader, Jeffrey, 2015. "Discount window stigma during the 2007–2008 financial crisis," Journal of Financial Economics, Elsevier, vol. 118(2), pages 317-335.
    22. Cristián Hernández & Daniel Quint & Christopher Turansick, 2020. "Estimation in English auctions with unobserved heterogeneity," RAND Journal of Economics, RAND Corporation, vol. 51(3), pages 868-904, September.
    23. Quang Vuong & Ayse Pehlivan, 2016. "Nonparametric Identification and Estimation of Productivity Distributions and Trade Costs," 2016 Meeting Papers 1618, Society for Economic Dynamics.
    24. Charles A. Holt & William Shobe & Dallas Burtraw & Karen Palmer & Jacob K. Goeree, 2007. "Auction Design for Selling CO2 Emission Allowances Under the Regional Greenhouse Gas Initiative," Reports 2007-03, Center for Economic and Policy Studies.
    25. Philip A Haile & Yuichi Kitamura, 2019. "Unobserved heterogeneity in auctions," The Econometrics Journal, Royal Economic Society, vol. 22(1), pages 1-19.

  85. Susan Athey & Kyle Bagwell, 2004. "Collusion with Persistent Cost Shocks," Levine's Bibliography 122247000000000334, UCLA Department of Economics.

    Cited by:

    1. Kyle Bagwell, 2004. "Collusion and Price Rigidity," Theory workshop papers 658612000000000081, UCLA Department of Economics.
    2. Julio B. Clempner & Alexander S. Poznyak, 2021. "Analytical Method for Mechanism Design in Partially Observable Markov Games," Mathematics, MDPI, vol. 9(4), pages 1-15, February.
    3. Kaplow, Louis & Shapiro, Carl, 2007. "Antitrust," Competition Policy Center, Working Paper Series qt9pt7p9bm, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
    4. Etienne Billette de Villemeur & Laurent Flochel & Bruno Versaevel, 2013. "Optimal collusion with limited liability," International Journal of Economic Theory, The International Society for Economic Theory, vol. 9(3), pages 203-227, September.
    5. Rachmilevitch, Shiran, 2013. "Endogenous bid rotation in repeated auctions," Journal of Economic Theory, Elsevier, vol. 148(4), pages 1714-1725.
    6. Harrington, Joseph E., 2021. "There may be no pass through of a merger-related cost efficiency," Economics Letters, Elsevier, vol. 208(C).
    7. Andreoli-Versbach, Patrick & Franck, Jens-Uwe, 2013. "Actions Speak Louder than Words: Econometric Evidence to Target Tacit Collusion in Oligopolistic Markets," Discussion Papers in Economics 16179, University of Munich, Department of Economics.
    8. David Spector, 2022. "Cheap Talk, Monitoring and Collusion," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 60(2), pages 193-216, March.
    9. Wiseman, Thomas, 2008. "Reputation and impermanent types," Games and Economic Behavior, Elsevier, vol. 62(1), pages 190-210, January.
    10. Jeanine Miklós-Thal, 2011. "Optimal collusion under cost asymmetry," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 46(1), pages 99-125, January.
    11. Fonseca, Miguel A. & Normann, Hans-Theo, 2012. "Explicit vs. tacit collusion—The impact of communication in oligopoly experiments," European Economic Review, Elsevier, vol. 56(8), pages 1759-1772.
    12. Salomon, Antoine & Forges, Françoise, 2015. "Bayesian repeated games and reputation," Journal of Economic Theory, Elsevier, vol. 159(PA), pages 70-104.
    13. Gea Myoung Lee, 2011. "Optimal International Agreement and Treatment of Domestic Subsidy," Working Papers 01-2011, Singapore Management University, School of Economics.
    14. Johannes Hörner & Dinah Rosenberg & Eilon Solan & Nicolas Vieille, 2010. "On a Markov Game with One-Sided Information," Operations Research, INFORMS, vol. 58(4-part-2), pages 1107-1115, August.
    15. Nakamura, Emi & Steinsson, Jón, 2011. "Price setting in forward-looking customer markets," Journal of Monetary Economics, Elsevier, vol. 58(3), pages 220-233.
    16. Yuichi Yamamoto, 2014. "We Can Cooperate Even When the Monitoring Structure Will Never Be Known," PIER Working Paper Archive 17-011, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 08 Apr 2017.
    17. Che, Yeon-Koo & Condorelli, Daniele & Kim, Jinwoo, 2018. "Weak cartels and collusion-proof auctions," Journal of Economic Theory, Elsevier, vol. 178(C), pages 398-435.
    18. David Spector, 2020. "Cheap talk, monitoring and collusion," PSE Working Papers halshs-01983037, HAL.
    19. Pablo Hernandez-Lagos & Dylan Minor & Dana Sisak, 2017. "Do people who care about others cooperate more? Experimental evidence from relative incentive pay," Experimental Economics, Springer;Economic Science Association, vol. 20(4), pages 809-835, December.
    20. Jorge Alé‐Chilet & Juan Pablo Atal, 2020. "Trade associations and collusion among many agents: evidence from physicians," RAND Journal of Economics, RAND Corporation, vol. 51(4), pages 1197-1221, December.
    21. Heidhues, Paul & Rady, Sven & Strack, Philipp, 2015. "Strategic experimentation with private payoffs," Journal of Economic Theory, Elsevier, vol. 159(PA), pages 531-551.
    22. de Roos, Nicolas, 2006. "Examining models of collusion: The market for lysine," International Journal of Industrial Organization, Elsevier, vol. 24(6), pages 1083-1107, November.
    23. Rachmilevitch, Shiran, 2015. "Bribing in second-price auctions," Games and Economic Behavior, Elsevier, vol. 92(C), pages 191-205.
    24. David Spector, 2015. "Facilitating collusion by exchanging non-verifiable sales reports," Working Papers halshs-01119959, HAL.
    25. Skreta, Vasiliki & Doval, Laura, 2019. "Optimal mechanism for the sale of a durable good," CEPR Discussion Papers 13967, C.E.P.R. Discussion Papers.
    26. Taub, B., 2023. "Signal-jamming in the frequency domain," Games and Economic Behavior, Elsevier, vol. 142(C), pages 896-930.
    27. Willem Boshoff & Stefan Frübing & Kai Hüschelrath, 2018. "Information exchange through non-binding advance price announcements: an antitrust analysis," European Journal of Law and Economics, Springer, vol. 45(3), pages 439-468, June.
    28. Baomin Dong, 2013. "Cost-Based Anti-dumping as a Repeated Game," The Economic Record, The Economic Society of Australia, vol. 89, pages 95-105, June.
    29. Fershtman, Chaim & Pakes, Ariel, 2009. "Finite State Dynamic Games with Asymmetric Information: A Framework for Applied Work," CEPR Discussion Papers 7323, C.E.P.R. Discussion Papers.
    30. Ehud Lehrer & Dimitry Shaiderman, 2021. "Markovian Persuasion," Papers 2111.14365, arXiv.org.
    31. ,, 2014. "Repeated games with incomplete information and discounting," Theoretical Economics, Econometric Society, vol. 9(3), September.
    32. Yuichi Yamamoto, 2014. "Stochastic Games with Hidden States, Fifth version," PIER Working Paper Archive 18-028, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 19 May 2018.
    33. Rachmilevitch, Shiran, 2014. "First-best collusion without communication," Games and Economic Behavior, Elsevier, vol. 83(C), pages 224-230.
    34. Xiaoquan (Michael) Zhang & Juan Feng, 2011. "Cyclical Bid Adjustments in Search-Engine Advertising," Management Science, INFORMS, vol. 57(9), pages 1703-1719, February.
    35. Ilan Kremer & Zvi Wiener & Eyal Winter, 2017. "Flow auctions," International Journal of Game Theory, Springer;Game Theory Society, vol. 46(3), pages 655-665, August.
    36. Łukasz Balbus & Kevin Reffett & Łukasz Woźny, 2013. "Markov Stationary Equilibria in Stochastic Supermodular Games with Imperfect Private and Public Information," Dynamic Games and Applications, Springer, vol. 3(2), pages 187-206, June.
    37. Juan Ortner & Sylvain Chassang & Kei Kawai & Jun Nakabayashi, 2022. "Screening Adaptive Cartels," Working Papers 300, Princeton University, Department of Economics, Center for Economic Policy Studies..
    38. David Spector, 2022. "Cheap Talk, Monitoring and Collusion," PSE-Ecole d'économie de Paris (Postprint) halshs-03760756, HAL.
    39. Eunmi Ko, 2024. "Stationary Bayesian–Markov Equilibria in Bayesian Stochastic Games with Periodic Revelation," Games, MDPI, vol. 15(5), pages 1-17, September.
    40. Jaumandreu, Jordi & Lin, Shuheng, 2018. "Prices under Innovation: Evidence from Manufacturing Firms," CEPR Discussion Papers 13146, C.E.P.R. Discussion Papers.
    41. Andreoli-Versbach, Patrick & Franck, Jens-Uwe, 2013. "Endogenous Price Commitment, Sticky and Leadership Pricing: Evidence from the Italian Petrol Market," Discussion Papers in Economics 16182, University of Munich, Department of Economics.
    42. Chan, Jimmy & Zhang, Wenzhang, 2015. "Collusion enforcement with private information and private monitoring," Journal of Economic Theory, Elsevier, vol. 157(C), pages 188-211.
    43. Golosov, Mikhail & Skreta, Vasiliki & Tsyvinski, Aleh & Wilson, Andrea, 2014. "Dynamic strategic information transmission," Journal of Economic Theory, Elsevier, vol. 151(C), pages 304-341.
    44. Carmen García & Joan Ramon Borrell & José Manuel Ordóñez-de-Haro & Juan Luis Jiménez, 2022. "Managers’ expectations, business cycles and cartels’ life cycle," European Journal of Law and Economics, Springer, vol. 53(3), pages 451-484, June.
    45. Joseph E. Harrington, Jr, 2005. "Detecting Cartels," Economics Working Paper Archive 526, The Johns Hopkins University,Department of Economics.
    46. Odenkirchen, Johannes, 2018. "Pricing behavior in partial cartels," DICE Discussion Papers 299, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    47. Fudenberg, Drew & Yamamoto, Yuichi, 2011. "Learning from Private Information in Noisy Repeated Games," Scholarly Articles 9962008, Harvard University Department of Economics.
    48. Escobar, Juan F. & Llanes, Gastón, 2018. "Cooperation dynamics in repeated games of adverse selection," Journal of Economic Theory, Elsevier, vol. 176(C), pages 408-443.
    49. Dan Bernhardt & Bart Taub, 2015. "Learning about common and private values in oligopoly," RAND Journal of Economics, RAND Corporation, vol. 46(1), pages 66-85, March.
    50. Duan, Yongrui & Liu, Tonghui & Mao, Zhixin, 2022. "How online reviews and coupons affect sales and pricing: An empirical study based on e-commerce platform," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    51. Hunold, Matthias & Laitenberger, Ulrich & Licht, Georg & Nikogosian, Vigen & Stenzel, André & Ullrich, Hannes & Wolf, Christoph, 2011. "Modernisierung der Konzentrationsberichterstattung: Endbericht," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 110525.
    52. Harrington, Joseph E., 2017. "A theory of collusion with partial mutual understanding," Research in Economics, Elsevier, vol. 71(1), pages 140-158.
    53. David A. Miller, 2005. "The dynamic cost of ex post incentive compatibility in repeated games of private information," Game Theory and Information 0510002, University Library of Munich, Germany.
    54. Yuichi Yamamoto, 2014. "Stochastic Games With Hidden States, Fourth Version," PIER Working Paper Archive 16-012, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 09 Nov 2017.
    55. Joao Correia-da-Silva, 2013. "Impossibility of market division with two-sided private information about production costs," FEP Working Papers 490, Universidade do Porto, Faculdade de Economia do Porto.
    56. Fudenberg, Drew & Yamamoto, Yuichi, 2011. "The folk theorem for irreducible stochastic games with imperfect public monitoring," Journal of Economic Theory, Elsevier, vol. 146(4), pages 1664-1683, July.
    57. Gea M. Lee, 2008. "Optimal Collusion with Internal Contracting," Development Economics Working Papers 22466, East Asian Bureau of Economic Research.
    58. Danial Asmat, 2021. "Collusion Along the Learning Curve: Theory and Evidence From the Semiconductor Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 69(1), pages 83-108, March.
    59. Renault, Jérôme & Solan, Eilon & Vieille, Nicolas, 2017. "Optimal dynamic information provision," Games and Economic Behavior, Elsevier, vol. 104(C), pages 329-349.
    60. Flochel, Laurent & Versaevel, Bruno & de Villemeur, Étienne, 2009. "Optimal Collusion with Limited Liability and Policy Implications," TSE Working Papers 09-027, Toulouse School of Economics (TSE), revised Jul 2011.
    61. James Best & Daniel Quigley, 2016. "Persuasion for the Long-Run," Economics Papers 2016-W12, Economics Group, Nuffield College, University of Oxford.
    62. Dou, Winston Wei & Ji, Yan & Wu, Wei, 2021. "Competition, profitability, and discount rates," Journal of Financial Economics, Elsevier, vol. 140(2), pages 582-620.
    63. Susan Athey & Ilya Segal, 2007. "An Efficient Dynamic Mechanism," Levine's Bibliography 122247000000001134, UCLA Department of Economics.
    64. Harrington, Joseph E. & Zhao, Wei, 2012. "Signaling and tacit collusion in an infinitely repeated Prisoners’ Dilemma," Mathematical Social Sciences, Elsevier, vol. 64(3), pages 277-289.
    65. Joseph E. Harrington, Jr. & Wei Zhao, 2012. "Signaling and Tacit Collusion in an Infinitely Repeated Prisoners' Dilemma," Economics Working Paper Archive 587, The Johns Hopkins University,Department of Economics.
    66. Kyle Bagwell, 2009. "Self-Enforcing Trade Agreements and Private Information," NBER Working Papers 14812, National Bureau of Economic Research, Inc.
    67. James Malcomson, 2015. "Relational Incentive Contracts with Persistent Private Information," CESifo Working Paper Series 5462, CESifo.
    68. Etienne Billette de Villemeur & Laurent Flochel & Bruno Versaevel, 2009. "Optimal Collusion with Limited Severity Constraint," Working Papers 0909, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    69. James Malcomson, 2010. "Relational Incentive Contracts," Economics Series Working Papers 508, University of Oxford, Department of Economics.
    70. Sau-Him Lau & Vai-Lam Mui, 2012. "Using turn taking to achieve intertemporal cooperation and symmetry in infinitely repeated 2 × 2 games," Theory and Decision, Springer, vol. 72(2), pages 167-188, February.
    71. David Spector, 2022. "Cheap Talk, Monitoring and Collusion," Post-Print halshs-03760756, HAL.
    72. Garrod, Luke & Olczak, Matthew, 2018. "Explicit vs tacit collusion: The effects of firm numbers and asymmetries," International Journal of Industrial Organization, Elsevier, vol. 56(C), pages 1-25.
    73. Luís Cabral, 2005. "Collusion Theory: Where to Go Next?," Journal of Industry, Competition and Trade, Springer, vol. 5(3), pages 199-206, December.
    74. Renault, Jérôme & Solan, Eilon & Vieille, Nicolas, 2013. "Dynamic sender–receiver games," Journal of Economic Theory, Elsevier, vol. 148(2), pages 502-534.
    75. David Spector, 2015. "Facilitating collusion by exchanging non-verifiable sales reports," PSE Working Papers halshs-01119959, HAL.
    76. Juan Feng & Xin Li & Xiaoquan (Michael) Zhang, 2019. "Online Product Reviews-Triggered Dynamic Pricing: Theory and Evidence," Information Systems Research, INFORMS, vol. 30(4), pages 1107-1123, December.
    77. Suehyun Kwon, 2016. "Relational contracts in a persistent environment," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 61(1), pages 183-205, January.
    78. Joseph E. Harrington, Jr. & Wei Zhao, 2010. "Signaling and Tacit Collusion in an Infinitely Repeated Prisoners' Dilemma," Economics Working Paper Archive 559, The Johns Hopkins University,Department of Economics.
    79. Brown, David P. & Eckert, Andrew & Silveira, Douglas, 2023. "Screening for collusion in wholesale electricity markets: A literature review," Utilities Policy, Elsevier, vol. 85(C).

  86. Susan Athey & Jonathan Levin & Enrique Seira, 2004. "Comparing Open and Sealed Bid Auctions: Theory and Evidence from Timber Auctions," Levine's Bibliography 122247000000000524, UCLA Department of Economics.

    Cited by:

    1. Hanming Fang & Xun Tang, 2013. "Inference of Bidders' Risk Attitudes in Ascending Auctions with Endogenous Entry," NBER Working Papers 19435, National Bureau of Economic Research, Inc.
    2. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Levine's Bibliography 122247000000001045, UCLA Department of Economics.
    3. Tong Li & Xiaoyong Zheng, 2006. "Entry and competition effects in first-price auctions: theory and evidence from procurement auctions," CeMMAP working papers CWP13/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    4. Lu, Jingfeng & Perrigne, Isabelle, 2006. "Estimating risk aversion from ascending and sealed-bid auctions: the case of timber auction data," MPRA Paper 948, University Library of Munich, Germany.
    5. Yingyao Hu & David McAdams & Matthew Shum, 2009. "Nonparametric Identification of Auction Models with Non-Separable Unobserved Heterogeneity," Economics Working Paper Archive 553, The Johns Hopkins University,Department of Economics.
    6. Cheng, Harrison, 2006. "Ranking sealed high-bid and open asymmetric auctions," Journal of Mathematical Economics, Elsevier, vol. 42(4-5), pages 471-498, August.
    7. Song Yao & Carl F. Mela, 2008. "Online Auction Demand," Marketing Science, INFORMS, vol. 27(5), pages 861-885, 09-10.
    8. Gerard Marty & Raphaele Preget, 2007. "A Socio-economic Analysis of French Public Timber Sales," Working Papers - Cahiers du LEF 2007-03, Laboratoire d'Economie Forestiere, AgroParisTech-INRA.
    9. Cantillon, Estelle & Pesendorfer, Martin, 2013. "Combination bidding in multi-unit auctions," LSE Research Online Documents on Economics 54289, London School of Economics and Political Science, LSE Library.
    10. Lamy, Laurent, 2012. "The econometrics of auctions with asymmetric anonymous bidders," Journal of Econometrics, Elsevier, vol. 167(1), pages 113-132.
    11. Susan Athey & Jonathan Levin & Enrique Seira, "undated". "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," Discussion Papers 08-012, Stanford Institute for Economic Policy Research.
    12. James W. Roberts & Andrew Sweeting, 2010. "Bailouts and the Preservation of Competition," NBER Working Papers 16650, National Bureau of Economic Research, Inc.
    13. John Asker, 2010. "A Study of the Internal Organization of a Bidding Cartel," American Economic Review, American Economic Association, vol. 100(3), pages 724-762, June.
    14. Ferraro, Paul J., 2008. "Asymmetric information and contract design for payments for environmental services," Ecological Economics, Elsevier, vol. 65(4), pages 810-821, May.
    15. Marion, Justin, 2007. "Are bid preferences benign? The effect of small business subsidies in highway procurement auctions," Journal of Public Economics, Elsevier, vol. 91(7-8), pages 1591-1624, August.
    16. Andreas Lange & John A. List & Michael K. Price, 2010. "Auctions with Resale When Private Values Are Uncertain: Evidence from the Lab and Field," NBER Working Papers 16360, National Bureau of Economic Research, Inc.
    17. Ertaç, Seda & Hortaçsu, Ali & Roberts, James W., 2011. "Entry into auctions: An experimental analysis," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 168-178, March.
    18. Hubbard, Timothy P. & Paarsch, Harry J., 2009. "Investigating bid preferences at low-price, sealed-bid auctions with endogenous participation," International Journal of Industrial Organization, Elsevier, vol. 27(1), pages 1-14, January.
    19. Shneyerov, Art & Wong, Adam Chi Leung, 2008. "Identification in First-Price and Dutch Auctions when the Number of Potential Bidders is Unobservable," Microeconomics.ca working papers artyom_shneyerov-2008-12, Vancouver School of Economics, revised 01 Oct 2008.
    20. Zheng, Xiaoyong, 2009. "Quantifying the cost of excess market thickness in timber sale auctions," International Journal of Industrial Organization, Elsevier, vol. 27(5), pages 553-566, September.
    21. Guido W. Imbens, 2009. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," NBER Working Papers 14896, National Bureau of Economic Research, Inc.
    22. Jonathan Levin & Susan Athey, 2007. "Set-Asides and Subsidies in Auctions," 2007 Meeting Papers 571, Society for Economic Dynamics.
    23. Hu, Yingyao, 2017. "The Econometrics of Unobservables -- Latent Variable and Measurement Error Models and Their Applications in Empirical Industrial Organization and Labor Economics [The Econometrics of Unobservables]," Economics Working Paper Archive 64578, The Johns Hopkins University,Department of Economics, revised 2021.
    24. Patrick Bajari & Stephanie Houghton & Steve Tadelis, 2006. "Bidding for Incomplete Contracts: An Empirical Analysis," NBER Working Papers 12051, National Bureau of Economic Research, Inc.
    25. Eiichiro Kazumori, 2010. "Core-Selecting Auctions: An Experimental Study," CARF F-Series CARF-F-226, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    26. Von der Fehr, Nils-Henrik M. & Fabra, Natalia & de Frutos, Maria-Angeles, 2008. "Investment Incentives and Auction Design in Electricity Markets," CEPR Discussion Papers 6626, C.E.P.R. Discussion Papers.
    27. Yingyao Hu & Matthew Shum, 2007. "Estimating First-Price Auctions with an Unknown Number of Bidders: A Misclassification Approach," Economics Working Paper Archive 541, The Johns Hopkins University,Department of Economics.
    28. Hanming Fang & Xun Tang, 2011. "Inference of Bidders’ Risk Attitudes in Ascending Auctions with Endogenous Entry, Second Version," PIER Working Paper Archive 12-016, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 17 Apr 2012.
    29. Owen R. Phillips & Dale J. Menkhaus, 2009. "Maintaining Tacit Collusion in Repeated Ascending Auctions," Journal of Law and Economics, University of Chicago Press, vol. 52(1), pages 91-109, February.
    30. Francesco Decarolis, 2009. "When the highest bidder loses the auction: theory and evidence from public procurement," Temi di discussione (Economic working papers) 717, Bank of Italy, Economic Research and International Relations Area.

  87. Athey, Susan & Atkeson, Andrew & Kehoe, Patrick J., 2004. "The optimal degree of discretion in monetary policy," Working Paper Series 338, European Central Bank.

    Cited by:

    1. Richard Dennis & Ippei Fujiwara & Yuichiro Waki, 2017. "The Optimal Degree of Monetary-Discretion in a New Keynesian Model with Private Information," Globalization Institute Working Papers 320, Federal Reserve Bank of Dallas.
    2. Itskhoki, Oleg & Mukhin, Dmitry, 2022. "Sanctions and the exchange rate," LSE Research Online Documents on Economics 115564, London School of Economics and Political Science, LSE Library.
    3. Ippei FUJIWARA & Yuichiro WAKI, 2016. "Private News and Monetary Policy: Forward guidance or the expected virtue of ignorance," Discussion papers 16027, Research Institute of Economy, Trade and Industry (RIETI).
    4. Halac, Marina & Yared, Pierre, 2018. "Fiscal Rules and Discretion in a World Economy," CEPR Discussion Papers 12570, C.E.P.R. Discussion Papers.
    5. Halac, Marina & Yared, Pierre, "undated". "Fiscal Rules and Discretion under Persistent Shocks," Economic Research Papers 270535, University of Warwick - Department of Economics.
    6. Christian Moser & Pedro Olea de Souza e Silva, 2019. "Optimal Paternalistic Savings Policies," Opportunity and Inclusive Growth Institute Working Papers 17, Federal Reserve Bank of Minneapolis.
    7. Philip Arestis & Alexander Mihailov, 2008. "Classifying Monetary Economics: Fields and Methods from Past to Future," Economics Discussion Papers em-dp2008-64, Department of Economics, University of Reading.
    8. Westerhout, Ed, 2021. "Inflation-Linked Bonds, Nominal Bonds, and Countercyclical Monetary Policies," Other publications TiSEM ee384b1f-4e6f-4f30-821e-d, Tilburg University, School of Economics and Management.
    9. Alan S. Blinder & Ricardo Reis, 2005. "Understanding the Greenspan Standard," Working Papers 88, Princeton University, Department of Economics, Center for Economic Policy Studies..
    10. B. Onur Tas, 2012. "Why does the Federal Reserve Forecast Inflation Better than Everyone Else?," Working Papers 1207, TOBB University of Economics and Technology, Department of Economics.
    11. Spiegler, Ran, 2022. "On the behavioral consequences of reverse causality," European Economic Review, Elsevier, vol. 149(C).
    12. Laurence Ales & Pricila Maziero & Pierre Yared, 2012. "A Theory of Political and Economic Cycles," NBER Working Papers 18354, National Bureau of Economic Research, Inc.
    13. Niklas Potrafke, 2023. "The Economic Consequences of Fiscal Rules," CESifo Working Paper Series 10765, CESifo.
    14. Nakamura, Emi & Steinsson, Jón, 2011. "Price setting in forward-looking customer markets," Journal of Monetary Economics, Elsevier, vol. 58(3), pages 220-233.
    15. Bedri Kamil Onur Taş, 2016. "Does the Federal Reserve have Private Information about its Future Actions?," Economica, London School of Economics and Political Science, vol. 83(331), pages 498-517, July.
    16. Marco Bassetto, 2019. "Forward guidance: communication, commitment, or both?," IFS Working Papers W19/20, Institute for Fiscal Studies.
    17. Marina Halac & Pierre Yared, 2018. "Instrument-Based vs. Target-Based Rules," NBER Working Papers 24496, National Bureau of Economic Research, Inc.
    18. Amador, Manuel & Bagwell, Kyle, 2020. "Money burning in the theory of delegation," Games and Economic Behavior, Elsevier, vol. 121(C), pages 382-412.
    19. Ali Yurukoglu & Claire Lim, 2014. "Dynamic Natural Monopoly Regulation: Time Inconsistency, Asymmetric Information, and Political Environments," 2014 Meeting Papers 530, Society for Economic Dynamics.
    20. Linda S. Goldberg & Michael W. Klein, 2007. "Establishing Credibility: Evolving Perceptions of the European Central Bank," The Institute for International Integration Studies Discussion Paper Series iiisdp194, IIIS.
    21. Eduardo Monteiro & Humberto Moreira, 2006. "Effciency In Two Player Repeated Games Of Imperfect Monitoring," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 113, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    22. Carl Walsh, 2015. "Goals and Rules in Central Bank Design," CESifo Working Paper Series 5293, CESifo.
    23. Gimede Gigante & Fernando Piccolantonio & Francesca Scarlini, 2025. "Monetary Policy Tightening and Financial Market Reactions: A Comparative Analysis of Soft and Hard Landings," IJFS, MDPI, vol. 13(3), pages 1-24, August.
    24. Frederic S. Mishkin & Niklas J. Westelius, 2008. "Inflation Band Targeting and Optimal Inflation Contracts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(4), pages 557-582, June.
    25. Francesco Salsano, 2005. "Monetary Policy in the Presence Of Imperfect Observability Of The Objectives Of Central Bankers," Birkbeck Working Papers in Economics and Finance 0523, Birkbeck, Department of Economics, Mathematics & Statistics.
    26. Lena Cleanthous, 2020. "Conceptual note on inflation targeting types and their performance in anchoring inflation expectations," Working Papers 2020-01, Central Bank of Cyprus.
    27. Westelius Niklas J, 2009. "Inflation Range Targets with Hard Edges," The B.E. Journal of Macroeconomics, De Gruyter, vol. 9(1), pages 1-28, April.
    28. Galperti, Simone, 2019. "A theory of personal budgeting," Theoretical Economics, Econometric Society, vol. 14(1), January.
    29. Marina Halac & Pierre Yared, 2022. "Instrument-Based versus Target-Based Rules," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 312-345.
    30. Thorsten V. Koeppl, 2009. "How Flexible Can Inflation Targeting Be? Suggestions for the Future of Canada's Targeting Regime," C.D. Howe Institute Commentary, C.D. Howe Institute, issue 293, August.
    31. Marina Halac & Pierre Yared, 2022. "Fiscal Rules and Discretion Under Limited Enforcement," Econometrica, Econometric Society, vol. 90(5), pages 2093-2127, September.
    32. Philip Arestis & Alexander Mihailov, 2007. "Flexible Rules cum Constrained Discretion: A New Consensus in Monetary Policy," Economic Analysis Research Group Working Papers earg-wp2007-13, Henley Business School, University of Reading.
    33. Alberto Locarno, 2006. "Imperfect knowledge, adaptive learning and the bias against activist monetary policies," Temi di discussione (Economic working papers) 590, Bank of Italy, Economic Research and International Relations Area.
    34. Joan Esteban & Facundo Albornoz & Paolo Vanin, 2009. "Government Information Transparency," UFAE and IAE Working Papers 774.09, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC), revised 10 Feb 2010.
    35. Anderson Schneider & Facundo Piguillem, 2009. "Heterogeneous Beliefs and Optimal Taxation," 2009 Meeting Papers 826, Society for Economic Dynamics.
    36. Tas, Bedri Kamil Onur, 2011. "An explanation for the price puzzle: Asymmetric information and expectation dynamics," Journal of Macroeconomics, Elsevier, vol. 33(2), pages 259-275, June.
    37. Clayton, Christopher & Schaab, Andreas, 2022. "A Theory of Dynamic Inflation Targets," TSE Working Papers 22-1389, Toulouse School of Economics (TSE).
    38. Mark Gradstein, 2022. "Government Bailout Funds: Balancing Rules and Discretion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(1), pages 333-342, February.
    39. Vincent Anesi & Daniel J. Seidmann, 2009. "Optimal Delegation with a Finite Number of States," Discussion Papers 2009-20, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    40. Halac, Marina & Yared, Pierre, 2018. "Fiscal Rules and Discretion under Self-Enforcement," CEPR Discussion Papers 12571, C.E.P.R. Discussion Papers.
    41. Alexander Mihailov, 2007. "Does Instrument Independence Matter under the Constrained Discretionof an Inflation Targeting Goal? Lessons from UK Taylor Rule Empirics," Money Macro and Finance (MMF) Research Group Conference 2006 95, Money Macro and Finance Research Group.
    42. Vinicius Carrasco & João Manoel Pinho de Mello, 2006. "A relational theory of relationship lending under contractual incompleteness," Textos para discussão 520, Department of Economics PUC-Rio (Brazil), revised Jan 2000.
    43. Guillaume Rocheteau & Tsz-Nga Wong & Cathy Zhang, 2018. "Lending Relationships and Optimal Monetary Policy," Purdue University Economics Working Papers 1306, Purdue University, Department of Economics.
    44. Radoslaw Paluszynski & Pei Cheng Yu, 2023. "Commitment versus Flexibility and Sticky Prices: Evidence from Life Insurance," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 49, pages 99-122, July.
    45. Yusuke Kinai, 2011. "Optimal Degree of Commitment in a Tax Policy," Discussion Papers in Economics and Business 11-11, Osaka University, Graduate School of Economics.
    46. Luca Anderlini & Leonardo Felli & Alessandro Riboni, 2008. "Statute Law or Case Law?," CESifo Working Paper Series 2358, CESifo.
    47. Grégory Levieuge & Yannick Lucotte & Florian Pradines-Jobet, 2019. "The Cost of Banking Crises: Does the Policy Framework Matter?," Working papers 712, Banque de France.
    48. Sleet, Christopher & Yeltekin, Sevin, 2006. "Optimal taxation with endogenously incomplete debt markets," Journal of Economic Theory, Elsevier, vol. 127(1), pages 36-73, March.
    49. Gupta, Poonam & Eichengreen, Barry & Choudhary, Rishabh, 2021. "Inflation Targeting in India : An Interim Assessment," MPRA Paper 112656, University Library of Munich, Germany.
    50. Ricardo Reis, 2011. "When Should Policymakers Make Announcements?," 2011 Meeting Papers 122, Society for Economic Dynamics.
    51. Marcello D'Amato, 2004. "Commitment of Monetary Policy with Uncertain Central Bank Preferences," CSEF Working Papers 117, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    52. Giuseppe Moscarini, 2007. "Competence Implies Credibility," American Economic Review, American Economic Association, vol. 97(1), pages 37-63, March.
    53. Linda S. Goldberg & Michael W. Klein, 2010. "Evolving Perceptions of Central Bank Credibility: The European Central Bank Experience," NBER Chapters, in: NBER International Seminar on Macroeconomics 2010, pages 153-182, National Bureau of Economic Research, Inc.
    54. Mailath, George J. & Nocke, Volker & White, Lucy, 2015. "When and how the punishment must fit the crime," Working Papers 15-04, University of Mannheim, Department of Economics.
    55. Howell, William & Shepsle, Kenneth & Wolton, Stephane, 2020. "Executive Absolutism: A Model," MPRA Paper 98221, University Library of Munich, Germany.
    56. Borys Grochulski, 2008. "Limits to redistribution and intertemporal wedges : implications of Pareto optimality with private information," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 94(Spr), pages 173-196.
    57. Krishna, R. Vijay & Leukhina, Oksana, 2019. "On the benefits of currency reform," Journal of Economic Dynamics and Control, Elsevier, vol. 102(C), pages 81-95.
    58. Susan Athey & David Miller, 2006. "Efficiency in Repeated Trade with Hidden Valuations," Levine's Bibliography 784828000000000256, UCLA Department of Economics.
    59. Moser, Christian & Yared, Pierre, 2020. "Pandemic Lockdown: The Role of Government Commitment," MPRA Paper 99804, University Library of Munich, Germany.
    60. Tangerås, Thomas & Gick, Wolfgang, 2021. "Contracting with Endogenously Incomplete Commitment: Escape Clauses," Working Paper Series 1390, Research Institute of Industrial Economics.
    61. Clayton, Christopher & Santos, Amanda Dos & Maggiori, Matteo & Schreger, Jesse, 2022. "Internationalizing Like China," SocArXiv r2msa, Center for Open Science.
    62. V. V. Chari & Patrick J. Kehoe, 2006. "Modern macroeconomics in practice: how theory is shaping policy," Staff Report 376, Federal Reserve Bank of Minneapolis.
    63. Westerhout, Ed, 2021. "Inflation-Linked Bonds, Nominal Bonds, and Countercyclical Monetary Policies," Discussion Paper 2021-001, Tilburg University, Center for Economic Research.
    64. Kyle Bagwell, 2009. "Self-Enforcing Trade Agreements and Private Information," NBER Working Papers 14812, National Bureau of Economic Research, Inc.
    65. Balbus, Łukasz & Reffett, Kevin & Woźny, Łukasz, 2013. "A constructive geometrical approach to the uniqueness of Markov stationary equilibrium in stochastic games of intergenerational altruism," Journal of Economic Dynamics and Control, Elsevier, vol. 37(5), pages 1019-1039.
    66. Montagnes, B. Pablo & Wolton, Stephane, 2015. "Rule Versus Discretion: Regulatory Uncertainty, Firm Investment, and the Ally Principle," MPRA Paper 65047, University Library of Munich, Germany.
    67. Nakata, Taisuke, 2016. "Optimal fiscal and monetary policy with occasionally binding zero bound constraints," Journal of Economic Dynamics and Control, Elsevier, vol. 73(C), pages 220-240.
    68. Octavia Foarta, 2016. "Politically Feasible Public Bailouts," 2016 Meeting Papers 1479, Society for Economic Dynamics.
    69. Vinicius Carrasco & João Mello, 2010. "Repeated lending under contractual incompleteness," Annals of Finance, Springer, vol. 6(1), pages 51-82, January.
    70. L’Huillier, Jean-Paul & Zame, William R., 2022. "Optimally sticky prices: Foundations," Journal of Economic Dynamics and Control, Elsevier, vol. 141(C).
    71. Halac, Marina & Yared, Pierre, 2018. "Commitment vs. Flexibility with Costly Verification," CEPR Discussion Papers 12572, C.E.P.R. Discussion Papers.
    72. Pierre-Edouard Collignon, 2021. "No Regret Fiscal Reforms," Working Papers 2021-20, Center for Research in Economics and Statistics.
    73. Ippei Fujiwara & Timothy Kam & Takeki Sunakawa, 2015. "Sustainable international monetary policy cooperation," Globalization Institute Working Papers 234, Federal Reserve Bank of Dallas.
    74. Alex Clymo & Andrea Lanteri & Alessandro Villa, 2023. "Capital and Labor Taxes with Costly State Contingency," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 943-964, December.
    75. William (Bill) Zame & Jean-Paul L'Huillier, 2015. "Optimally Sticky Prices," 2015 Meeting Papers 621, Society for Economic Dynamics.
    76. Frankel, Alexander, 2016. "Discounted quotas," Journal of Economic Theory, Elsevier, vol. 166(C), pages 396-444.
    77. Turdaliev, Nurlan, 2010. "Communication in repeated monetary policy games," International Review of Economics & Finance, Elsevier, vol. 19(2), pages 228-243, April.
    78. Gino Cateau & Malik Shukayev, 2022. "Limited commitment, endogenous credibility and the challenges of price‐level targeting," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(4), pages 1834-1861, November.
    79. Dieter Nautz & Juliane Scharff, 2012. "Inflation and relative price variability in the euro area: evidence from a panel threshold model," Applied Economics, Taylor & Francis Journals, vol. 44(4), pages 449-460, February.
    80. Montagnes, B. Pablo & Wolton, Stephane, 2017. "Rule versus discretion: regulatory uncertainty, firm investment, and bureaucratic organization," LSE Research Online Documents on Economics 67075, London School of Economics and Political Science, LSE Library.
    81. Josef Schroth, 2013. "Fiscal policy coordination in monetary unions," 2013 Meeting Papers 74, Society for Economic Dynamics.
    82. Josef Schroth, 2015. "Risk Sharing in the Presence of a Public Good," Staff Working Papers 15-27, Bank of Canada.
    83. Dulleck, Uwe & Wigger, Berthold U., 2015. "Politicians as experts, electoral control, and fiscal restraints," Journal of Public Economics, Elsevier, vol. 121(C), pages 106-116.

  88. Susan Athey & Guido Imbens, 2003. "Identification and Inference in Nonlinear Difference-in-Differences Models," Levine's Working Paper Archive 506439000000000079, David K. Levine.

    Cited by:

    1. Marcantonio Caltabiano & Maria Gabriella Campolo & Antonino Pino, 2016. "Retirement and Intra-Household Labour Division of Italian Couples: A New Simultaneous Equation Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(3), pages 1217-1238, September.
    2. Huebener, Mathias & Kuger, Susanne & Marcus, Jan, 2017. "Increased instruction hours and the widening gap in student performance," Labour Economics, Elsevier, vol. 47(C), pages 15-34.
    3. Li, Na & Vyn, Richard & McEwan, Ken, 2015. "To Invest or to Sell? The Impacts of Ontario's Greenbelt on Farm Exit and Investment Decisions," 2015 Conference, August 9-14, 2015, Milan, Italy 212049, International Association of Agricultural Economists.
    4. Masahiro Kato & Akari Ohda, 2023. "Asymptotically Unbiased Synthetic Control Methods by Moment Matching," Papers 2307.11127, arXiv.org, revised Nov 2025.
    5. Charles Angelucci & Julia Cage & Michael Sinkinson, 2020. "Media Competition and News Diets," Working Papers hal-03393063, HAL.
    6. Heckman, James J., 2010. "The Assumptions Underlying Evaluation Estimators," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 30(2), December.
    7. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College," NBER Working Papers 9546, National Bureau of Economic Research, Inc.
    8. Guglielmo Barone, 2011. "On the optimal size of local jurisdictions: new evidence from Italian provinces," Temi di discussione (Economic working papers) 823, Bank of Italy, Economic Research and International Relations Area.
    9. Richard Blundell & Monica Costa Dias, 2008. "Alternative approaches to evaluation in empirical microeconomics," CeMMAP working papers CWP26/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    10. Irvine Ian J. & Nguyen Van Hai, 2014. "Retail Tobacco Display Bans," Forum for Health Economics & Policy, De Gruyter, vol. 17(2), pages 169-195, September.
    11. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
    12. Undral Byambadalai & Tomu Hirata & Tatsushi Oka & Shota Yasui, 2025. "On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization," Papers 2506.05945, arXiv.org.
    13. De Alwis, Diana, 2018. "Distributional impacts of disaster recovery: Sri Lankan households a decade after the 2004 Indian Ocean tsunami," Working Paper Series 20321, Victoria University of Wellington, School of Economics and Finance.
    14. Nguyen To-The & Tuan Nguyen-Anh, 2021. "Impact of government intervention to maize efficiency at farmer’s level across time: a robust evidence in Northern Vietnam," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 2038-2061, February.
    15. Dolton, Peter & Pathania, Vikram, 2016. "Can increased primary care access reduce demand for emergency care? Evidence from England's 7-day GP opening," Journal of Health Economics, Elsevier, vol. 49(C), pages 193-208.
    16. Dmitry Arkhangelsky, 2019. "Dealing with a Technological Bias: The Difference-in-Difference Approach," Working Papers wp2019_1903, CEMFI.
    17. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute of Labor Economics (IZA).
    18. Foliano, Francesca & Tonei, Valentina & Sevilla, Almudena, 2024. "Social restrictions, leisure and well-being," Labour Economics, Elsevier, vol. 87(C).
    19. Pushkar Maitra & Sandip Mitra & Dilip Mookherjee & Sujata Visaria, 2021. "Decentralized Targeting of Agricultural Credit Programs: Private versus Political Intermediaries," Monash Economics Working Papers 2021-19, Monash University, Department of Economics.
    20. Nuno Garoupa & Virginia Rosales & Rok Spruk, 2025. "Assaults on Judicial Independence under the Pretense of Modernization: Evidence from Venezuela," Papers 2511.10681, arXiv.org.
    21. Joakim A. Weill & Matthieu Stigler & Olivier Deschenes & Michael R. Springborn, 2021. "Researchers' Degrees-of-Flexibility and the Credibility of Difference-in-Differences Estimates: Evidence From the Pandemic Policy Evaluations," NBER Working Papers 29550, National Bureau of Economic Research, Inc.
    22. Brantly Callaway & Tong Li & Joel Rodrigue & Yuya Sasaki & Yong Tan, 2024. "Regulation, Emissions and Productivity: Evidence from China’s Eleventh Five-Year Plan," Staff Working Papers 24-7, Bank of Canada.
    23. Yongbin Huang & Hai Hong, 2023. "The heterogeneous impact of house purchase limits policy on housing prices: Comparison between elite and non‐elite school district houses," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(5), pages 1055-1078, September.
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    Cited by:

    1. Leonardo Rezende, 2009. "Biased procurement auctions," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 38(1), pages 169-185, January.
    2. Hojin Jung, 2016. "Renegotiation on incomplete procurement contracts," Applied Economics, Taylor & Francis Journals, vol. 48(23), pages 2125-2138, May.
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    4. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Levine's Bibliography 122247000000001045, UCLA Department of Economics.
    5. Svante Mandell & Johan Nyström, 2013. "Too Much Balance in Unbalanced Bidding," Studies in Microeconomics, , vol. 1(1), pages 23-35, June.
    6. De Silva, Dakshina G. & Dunne, Timothy & Kankanamge, Anuruddha & Kosmopoulou, Georgia, 2008. "The impact of public information on bidding in highway procurement auctions," European Economic Review, Elsevier, vol. 52(1), pages 150-181, January.
    7. Vukina, Tomislav & Zheng, Xiaoyong & Marra, Michele & Levy, Armando, 2008. "Do farmers value the environment? Evidence from a conservation reserve program auction," International Journal of Industrial Organization, Elsevier, vol. 26(6), pages 1323-1332, November.
    8. Li, Tong & Zheng, Xiaoyong, 2012. "Information acquisition and/or bid preparation: A structural analysis of entry and bidding in timber sale auctions," Journal of Econometrics, Elsevier, vol. 168(1), pages 29-46.
    9. Kanieski da Silva, Bruno & Tanger, Shaun & Marufuzzaman, Mohammad & Cubbage, Frederick, 2022. "Perfect assumptions in an imperfect world: Managing timberland in an oligopoly market," Forest Policy and Economics, Elsevier, vol. 137(C).
    10. Bonifaz, José L. & Saavedra, Eduardo H., 2023. "Aggressive bidding and the renegotiation of concession contracts: Empirical evidence from Peru," Utilities Policy, Elsevier, vol. 85(C).
    11. Lu, Jingfeng & Perrigne, Isabelle, 2006. "Estimating risk aversion from ascending and sealed-bid auctions: the case of timber auction data," MPRA Paper 948, University Library of Munich, Germany.
    12. Daniel P. Miller, 2014. "Subcontracting and competitive bidding on incomplete procurement contracts," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 705-746, December.
    13. Lawrence J. White, 2012. "Market Power: How Does it Arise? How is it Measured?," Working Papers 12-06, New York University, Leonard N. Stern School of Business, Department of Economics.
    14. Daniel Rondeau & Pascal Courty & Maurice Doyon, 2013. "Simultaneous Allocation of Bundled Goods Through Auctions: Assessing the Case for Joint Bidding," CIRANO Working Papers 2013s-37, CIRANO.
    15. Scott M. Kaplan, 2022. "Putting a price on popularity: Evidence from superstars in the National Basketball Association," Economic Inquiry, Western Economic Association International, vol. 60(3), pages 1357-1381, July.
    16. Livernois, J. & Thille, H. & Zhang, X., 2003. "A Test of the Hotelling Rule Using Old-Growth Timber Data," Working Papers 2003-4, University of Guelph, Department of Economics and Finance.
    17. Grundl, Serafin & Zhu, Yu, 2023. "Robust inference in first-price auctions: Overbidding as an identifying restriction," Journal of Econometrics, Elsevier, vol. 235(2), pages 484-506.
    18. Chady Jabbour & Anis Hoayek & Jean-Michel Salles, 2022. "Formalizing a Two-Step Decision-Making Process in Land Use: Evidence from Controlling Forest Clearcutting Using Spatial Information," Land, MDPI, vol. 12(1), pages 1-17, December.
    19. Matoso, Rafael & Rezende, Marcelo, 2014. "Asymmetric information in oil and gas lease auctions with a national company," International Journal of Industrial Organization, Elsevier, vol. 33(C), pages 72-82.
    20. Jason Allen & Robert Clark & Brent R. Hickman & Eric Richert, 2022. "Resolving Failed Banks: Uncertainty, Multiple Bidding & Auction Design," Working Paper 1422, Economics Department, Queen's University.
    21. Jonathan B. Hill & Artyom Shneyerov, 2009. "Are There Common Values in BC Timber Sales? A Tail-Index Nonparametric Test," Working Papers 09003, Concordia University, Department of Economics.
    22. Bax, Eric & Kuratti, Anand & Mcafee, Preston & Romero, Julian, 2012. "Comparing predicted prices in auctions for online advertising," International Journal of Industrial Organization, Elsevier, vol. 30(1), pages 80-88.
    23. Stoll, Sebastian & Zöttl, Gregor, 2012. "Information Disclosure in Dynamic Buyer-Determined Procurement Auctions: An Empirical Study," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62044, Verein für Socialpolitik / German Economic Association.
    24. Wenqin Zhong & Ligang Ren & Mengyi Wang, 2025. "Regulating unproductive contract adaptation: A payment deduction mechanism," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(4), pages 2237-2248, June.
    25. Xiaohong Chen & Matthew Gentry & Tong Li & Jingfeng Lu, 2020. "Identification and Inference in First-Price Auctions with Risk Averse Bidders and Selective Entry," Cowles Foundation Discussion Papers 2257, Cowles Foundation for Research in Economics, Yale University.
    26. Hema Yoganarasimhan, 2016. "Estimation of Beauty Contest Auctions," Marketing Science, INFORMS, vol. 35(1), pages 27-54, January.
    27. Todd R. Kaplan & Shmuel Zamir, 2014. "Advances in Auctions," Discussion Paper Series dp662, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
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    29. Heumann, Tibor, 2019. "An ascending auction with multi-dimensional signals," Journal of Economic Theory, Elsevier, vol. 184(C).
    30. Sander Renes, 2011. "Balancing the Bids, Solutions for Unit Price Auctions," Tinbergen Institute Discussion Papers 11-047/1, Tinbergen Institute.
    31. Luca Corazzini & Stefano Galavotti & Rupert Sausgruber & Paola Valbonesi, 2012. "Allotment In First-Price Auctions: An Experimental Investigation," "Marco Fanno" Working Papers 0153, Dipartimento di Scienze Economiche "Marco Fanno".
    32. Dakshina G. De Silva & Timothy Dunne & Georgia Kosmopoulou & Carlos Lamarche, 2015. "Project modifications and bidding in highway procurement auctions," FRB Atlanta Working Paper 2015-14, Federal Reserve Bank of Atlanta.
    33. An, Yonghong, 2017. "Identification of first-price auctions with non-equilibrium beliefs: A measurement error approach," Journal of Econometrics, Elsevier, vol. 200(2), pages 326-343.
    34. Patrick Bajari & Jeremy T. Fox, 2005. "Measuring the Efficiency of an FCC Spectrum Auction," NBER Working Papers 11671, National Bureau of Economic Research, Inc.
    35. Li, Tong, 2010. "Indirect inference in structural econometric models," Journal of Econometrics, Elsevier, vol. 157(1), pages 120-128, July.
    36. Nathalie Gimenes & Tonghui Qi & Sorawoot Srisuma, 2025. "Identification and Estimation of Seller Risk Aversion in Ascending Auctions," Papers 2509.19945, arXiv.org, revised Feb 2026.
    37. Philip A. Haile, 2001. "Auctions with Resale Markets: An Application to U.S. Forest Service Timber Sales," American Economic Review, American Economic Association, vol. 91(3), pages 399-427, June.
    38. Susan Athey & Jonathan Levin & Enrique Seira, "undated". "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," Discussion Papers 08-012, Stanford Institute for Economic Policy Research.
    39. Haile,P.A. & Tamer,E.T., 2000. "Inference with an incomplete model of English auctions," Working papers 18, Wisconsin Madison - Social Systems.
    40. Gentry, Matthew & Li, Tong & Lu, Jingfeng, 2015. "Existence of monotone equilibrium in first price auctions with private risk aversion and private initial wealth," Games and Economic Behavior, Elsevier, vol. 94(C), pages 214-221.
    41. Tatoutchoup, Francis Didier, 2017. "Forestry auctions with interdependent values: Evidence from timber auctions," Forest Policy and Economics, Elsevier, vol. 80(C), pages 107-115.
    42. Campo, Sandra, 2012. "Risk aversion and asymmetry in procurement auctions: Identification, estimation and application to construction procurements," Journal of Econometrics, Elsevier, vol. 168(1), pages 96-107.
    43. Newell, Richard G. & Sanchirico, James N. & Kerr, Suzi, 2002. "Fishing Quota Markets," Discussion Papers 10451, Resources for the Future.
    44. Alan Mehlenbacher, 2007. "Multiagent System Platform for Auction Simulations," Department Discussion Papers 0706, Department of Economics, University of Victoria.
    45. Pasha Andreyanov & El Hadi Caoui, 2022. "Secret reserve prices by uninformed sellers," Quantitative Economics, Econometric Society, vol. 13(3), pages 1203-1256, July.
    46. Neha Gupta, 2015. "Government Intervention in Grain Markets in India: Rethinking the Procurement Policy," Working Papers id:7810, eSocialSciences.
    47. Hill, Jonathan B. & Shneyerov, Artyom, 2013. "Are there common values in first-price auctions? A tail-index nonparametric test," Journal of Econometrics, Elsevier, vol. 174(2), pages 144-164.
    48. Brett Katzman & Kerry Anne McGeary, 2008. "Will Competitive Bidding Decrease Medicare Prices?," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 839-856, January.
    49. Gimenes, Nathalie & Guerre, Emmanuel, 2022. "Quantile regression methods for first-price auctions," Journal of Econometrics, Elsevier, vol. 226(2), pages 224-247.
    50. Araujo, Aloisio & Castro, Luciano I. de & Moreira, Humberto, 2006. "Non-monotoniticies and the all-pay auction tie-breaking rule," UC3M Working papers. Economics we065924, Universidad Carlos III de Madrid. Departamento de Economía.
    51. Brisset, Karine & Cochard, François & Le Gallo, Julie, 2015. "Secret versus public reserve price in an “outcry” English procurement auction: Experimental results," International Journal of Production Economics, Elsevier, vol. 169(C), pages 285-298.
    52. Iossa, Elisabetta & Loertscher, Simon & Marx, Leslie & Rey, Patrick, 2020. "Collusive Market Allocations," CEPR Discussion Papers 14563, C.E.P.R. Discussion Papers.
    53. Shengwu Li, 2024. "Designing Simple Mechanisms," Papers 2403.18694, arXiv.org, revised Jul 2024.
    54. Aloisio Araujo & Luciano I. de Castro Filho, 2004. "Pure Strategy Equilibria of Multidimensional and Non-Monotonic Auctions," Econometric Society 2004 Latin American Meetings 300, Econometric Society.
    55. Elyakime, Bernhard & Loisel, Patrice, 2005. "An optimal standing timber auction?," Journal of Forest Economics, Elsevier, vol. 11(2), pages 107-120, September.
    56. Di Corato, Luca & Moretto, Michele, 2016. "Selling real assets: the impact of idiosyncratic project risk in an auction environment," Working Paper Series 2016:9, Swedish University of Agricultural Sciences, Department Economics.
    57. Vasserman, Shoshana & Watt, Mitchell, 2021. "Risk aversion and auction design: Theoretical and empirical evidence," International Journal of Industrial Organization, Elsevier, vol. 79(C).
    58. Alok Gupta & Stephen Parente & Pallab Sanyal, 2012. "Competitive bidding for health insurance contracts: lessons from the online HMO auctions," International Journal of Health Economics and Management, Springer, vol. 12(4), pages 303-322, December.
    59. White, Lucy & Esö, Péter, 2003. "Precautionary Bidding in Auctions," CEPR Discussion Papers 3975, C.E.P.R. Discussion Papers.
    60. Lamy, Laurent & Patnam, Manasa & Visser, Michael, 2023. "Distinguishing incentive from selection effects in auction-determined contracts," Journal of Econometrics, Elsevier, vol. 235(2), pages 1172-1202.
    61. Negin Golrezaei & Hamid Nazerzadeh, 2017. "Auctions with Dynamic Costly Information Acquisition," Operations Research, INFORMS, vol. 65(1), pages 130-144, February.
    62. Farnia, Farnoush & Frayret, Jean-Marc & LeBel, Luc & Beaudry, Catherine, 2013. "Multiple-round timber auction design and simulation," International Journal of Production Economics, Elsevier, vol. 146(1), pages 129-141.
    63. Jonathan Levin & Susan Athey & Enrique Seira, 2004. "Comparing Open and Sealed Bid Auctions: Theory and Evidence from Timber Auctions," Working Papers 2004.142, Fondazione Eni Enrico Mattei.
    64. Laurent Lamy & Manasa Patnam & Michael Visser, 2023. "Distinguishing incentive from selection effects in auction-determined contracts," Post-Print hal-04382099, HAL.
    65. Zheng, Xiaoyong, 2009. "Quantifying the cost of excess market thickness in timber sale auctions," International Journal of Industrial Organization, Elsevier, vol. 27(5), pages 553-566, September.
    66. Aradillas-López, Andrés & Gandhi, Amit & Quint, Daniel, 2016. "A simple test for moment inequality models with an application to English auctions," Journal of Econometrics, Elsevier, vol. 194(1), pages 96-115.
    67. Missbauer, Hubert & Hauber, Wolfgang, 2006. "Bid calculation for construction projects: Regulations and incentive effects of unit price contracts," European Journal of Operational Research, Elsevier, vol. 171(3), pages 1005-1019, June.
    68. Stoll, Sebastian & Zöttl, Gregor, 2012. "Information Disclosure in Open Non-Binding Procurement Auctions: an Empirical Study," Discussion Papers in Economics 13112, University of Munich, Department of Economics.
    69. Belev, S. & Veterinarov, V. & Matveev, E., 2023. "Vertical collusion in public procurement: Estimation based on data for R&D composite auctions," Journal of the New Economic Association, New Economic Association, vol. 59(2), pages 36-63.
    70. Patrick Bajari & Stephanie Houghton & Steven Tadelis, 2004. "Bidding for Incompete Contracts," Working Papers 2004.141, Fondazione Eni Enrico Mattei.
    71. Gregory E. Kersten, 2014. "Multiattribute Procurement Auctions: Efficiency and Social Welfare in Theory and Practice," Decision Analysis, INFORMS, vol. 11(4), pages 215-232, December.
    72. Gregory Lewis & Patrick Bajari, 2011. "Moral Hazard, Incentive Contracts and Risk: Evidence from Procurement," NBER Working Papers 17647, National Bureau of Economic Research, Inc.
    73. Farnia, Farnoush & Frayret, Jean-Marc & Beaudry, Catherine & Lebel, Luc, 2015. "Time-based combinatorial auction for timber allocation and delivery coordination," Forest Policy and Economics, Elsevier, vol. 50(C), pages 143-152.
    74. Park, Minsoo & Lee, Sang-Woo & Choi, Yong-Jae, 2011. "Does spectrum auctioning harm consumers? Lessons from 3G licensing," Information Economics and Policy, Elsevier, vol. 23(1), pages 118-126, March.
    75. Villas-Boas, Sofia B, 2006. "An Introduction to Auctions," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt4tk408vh, Department of Agricultural & Resource Economics, UC Berkeley.
    76. Yu (Jeffrey) Hu & Jiwoong Shin & Zhulei Tang, 2016. "Incentive Problems in Performance-Based Online Advertising Pricing: Cost per Click vs. Cost per Action," Management Science, INFORMS, vol. 62(7), pages 2022-2038, July.
    77. Nathalie Gimenes, 2014. "Econometrics of Ascending Auctions by Quantile Regression," Working Papers, Department of Economics 2014_25, University of São Paulo (FEA-USP).
    78. Patrick Bajari & Stephanie Houghton & Steve Tadelis, 2006. "Bidding for Incomplete Contracts: An Empirical Analysis," NBER Working Papers 12051, National Bureau of Economic Research, Inc.
    79. Negin Golrezaei & Hamid Nazerzadeh, 2017. "Auctions with Dynamic Costly Information Acquisition," Operations Research, INFORMS, vol. 65(1), pages 130-144, February.
    80. Mandell, Svante & Nyström, Johan, 2011. "Why are bids not more unbalanced?," Working papers in Transport Economics 2011:13, CTS - Centre for Transport Studies Stockholm (KTH and VTI).
    81. M. Haley, 2010. "Bounding revenue leakages at scale-bid timber auctions: evidence from Wisconsin state forest auctions," Empirical Economics, Springer, vol. 39(2), pages 427-437, October.
    82. Xin An & Shulin Liu & Shuo Xu, 2011. "Piecewise Pseudo-Maximum Likelihood Estimation for Risk Aversion Case in First-Price Sealed-Bid Auction," Computational Economics, Springer;Society for Computational Economics, vol. 38(4), pages 439-463, November.
    83. Athey,S. & Haile,P.A., 2000. "Identification of standard auction models," Working papers 13, Wisconsin Madison - Social Systems.
    84. Nianqing Liu & Yao Luo, 2014. "A Nonparametric Test of Exogenous Participation in First-Price Auctions," Working Papers tecipa-519, University of Toronto, Department of Economics.
    85. Han, Xiao & Kant, Shashi & Xie, Yi, 2018. "A spatial hedonic stumpage analysis of standing timber auctions in Jiangxi Province of China," Forest Policy and Economics, Elsevier, vol. 96(C), pages 63-74.
    86. Stoll, Sebastian & Zöttl, Gregor, 2014. "Transparency in Buyer-Determined Auctions: Should Quality be Private or Public?," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 459, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    87. Nyström, Johan & Wikström, Daniel, 2019. "Empirical analysis of unbalanced bidding on Swedish roads," Working Papers 2019:4, Swedish National Road & Transport Research Institute (VTI).
    88. Takahashi, Hidenori, 2015. "Strategic design under uncertain evaluations : structural analysis of design-build auctions," Working Papers 15-08, University of Mannheim, Department of Economics.
    89. Aryal, Gaurab & Grundl, Serafin & Kim, Dong-Hyuk & Zhu, Yu, 2018. "Empirical relevance of ambiguity in first-price auctions," Journal of Econometrics, Elsevier, vol. 204(2), pages 189-206.
    90. Etro, Federico, 2017. "Research in economics and game theory. A 70th anniversary," Research in Economics, Elsevier, vol. 71(1), pages 1-7.

  91. Susan Athey & Andrew Atkeson & Patrick J. Kehoe, 2001. "On the optimality of transparent monetary policy," Working Papers 613, Federal Reserve Bank of Minneapolis.

    Cited by:

    1. Joseph H. Haslag, 2000. "On Fed watching and central bank transparency in an overlapping generations model," Working Papers 0002, Federal Reserve Bank of Dallas.
    2. Manuel Amador & Ivan Werning & George-Marios Angeletos, 2003. "Commitment Vs. Flexibility," NBER Working Papers 10151, National Bureau of Economic Research, Inc.

  92. Susan Athey & Scott Stern, 2000. "The Impact of Information Technology on Emergency Health Care Outcomes," NBER Working Papers 7887, National Bureau of Economic Research, Inc.

    Cited by:

    1. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Slack Time and Innovation," NBER Working Papers 21134, National Bureau of Economic Research, Inc.
    2. Draca, Mirko & Sadun, Raffaella & Van Reenen, John, 2006. "Productivity and ICT: A Review of the Evidence," LSE Research Online Documents on Economics 4561, London School of Economics and Political Science, LSE Library.
    3. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    4. Chris Forman & Avi Goldfarb & Shane Greenstein, 2009. "The Internet and Local Wages: Convergence or Divergence?," NBER Working Papers 14750, National Bureau of Economic Research, Inc.
    5. Jeffrey S. McCullough & Stephen T. Parente & Robert Town, 2013. "Health Information Technology and Patient Outcomes: The Role of Organizational and Informational Complementarities," NBER Working Papers 18684, National Bureau of Economic Research, Inc.
    6. Susan Athey & Guido W. Imbens, 2002. "Identification and Inference in Nonlinear Difference-In-Differences Models," NBER Technical Working Papers 0280, National Bureau of Economic Research, Inc.
    7. Knutsson, Daniel & Tyrefors, Björn, 2020. "The Quality and Efficiency Between Public and Private Firms: Evidence from Ambulance Services," Working Paper Series 1365, Research Institute of Industrial Economics, revised 01 Jul 2021.
    8. Joseph P. Newhouse, 2001. "Medical Care Price Indices: Problems and Opportunities / The Chung-Hua Lectures," NBER Working Papers 8168, National Bureau of Economic Research, Inc.
    9. Florian Englmaier & Katharina Schüßler, 2016. "Complementarities of Human-Resource Management Practices: A Case for a Behavioral-Economics Perspective," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 172(2), pages 312-341, June.
    10. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    11. Bogaard, Hein & Svejnar, Jan, 2018. "Incentive pay and performance: Insider econometrics in a multi-unit firm," Labour Economics, Elsevier, vol. 54(C), pages 100-115.
    12. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    13. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    14. Ann Bartel & Casey Ichniowski & Kathryn L. Shaw & Ricardo Correa, 2009. "International Differences in the Adoption and Impact of New Information Technologies and New HR Practices: The Valve-Making Industry in the United States and United Kingdom," NBER Chapters, in: International Differences in the Business Practices and Productivity of Firms, pages 55-78, National Bureau of Economic Research, Inc.
    15. Hemant K. Bhargava & Abhay Nath Mishra, 2014. "Electronic Medical Records and Physician Productivity: Evidence from Panel Data Analysis," Management Science, INFORMS, vol. 60(10), pages 2543-2562, October.
    16. Prince, Jeffrey T. & Simon, Daniel H., 2009. "Has the Internet accelerated the diffusion of new products?," Research Policy, Elsevier, vol. 38(8), pages 1269-1277, October.
    17. Joseph J. Doyle, Jr. & John A. Graves & Jonathan Gruber & Samuel Kleiner, 2012. "Do High-Cost Hospitals Deliver Better Care? Evidence from Ambulance Referral Patterns," NBER Working Papers 17936, National Bureau of Economic Research, Inc.
    18. Kim, Taeho, 2025. "Facilitating police reform: Body cameras, police-involved homicides, and law enforcement outcomes," Journal of Public Economics, Elsevier, vol. 248(C).
    19. Brent Boning & Casey Ichniowski & Kathryn Shaw, 2007. "Opportunity Counts: Teams and the Effectiveness of Production Incentives," Journal of Labor Economics, University of Chicago Press, vol. 25(4), pages 613-650.
    20. Jonathan C. Javitt & James B. Rebitzer & Lonny Reisman, 2007. "Information Technology and Medical Missteps: Evidence from a Randomized Trial," NBER Working Papers 13493, National Bureau of Economic Research, Inc.
    21. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
    22. Nicolas Melissas, 2007. "The Trader, the Market Maker, his Guru and her Information," Working Papers 0702, Centro de Investigacion Economica, ITAM.
    23. Avi Goldfarb & Catherine Tucker, 2011. "Search Engine Advertising: Channel Substitution When Pricing Ads to Context," Management Science, INFORMS, vol. 57(3), pages 458-470, March.
    24. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    25. Thomas Stratmann & David Chandler Thomas, 2016. "Dial 911 for Murder: The Impact of Emergency Response Time on Homicides," CESifo Working Paper Series 6140, CESifo.
    26. Carmen Díaz-Roldán & María del Carmen Ramos-Herrera, 2021. "Innovations and ICT: Do They Favour Economic Growth and Environmental Quality?," Energies, MDPI, vol. 14(5), pages 1-17, March.
    27. David Dranove & Christopher Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," NBER Working Papers 18281, National Bureau of Economic Research, Inc.
    28. Ferreira, Susana & Hamilton, Kirk & Vincent, Jeffrey R., 2011. "Nature, socioeconomics and adaptation to natural disasters: new evidence from floods," Policy Research Working Paper Series 5725, The World Bank.
    29. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019. "Optimal Experimental Design for Staggered Rollouts," Papers 1911.03764, arXiv.org, revised Sep 2023.
    30. Chris Forman & Anindya Ghose & Avi Goldfarb, 2006. "Geography and Electronic Commerce: Measuring Convenience, Selection, and Price," Working Papers 06-15, NET Institute, revised Sep 2006.
    31. Kaplan, David S. & Piedra, Eduardo & Seira, Enrique, 2007. "Entry regulation and business start-ups : evidence from Mexico," Policy Research Working Paper Series 4322, The World Bank.
    32. Elizabeth T. Wilde, 2008. "Do Response Times Matter? The Impact of EMS Response Times on Health Outcomes," Working Papers 1065, Princeton University, Department of Economics, Industrial Relations Section..
    33. Hilal Atasoy & Pei-yu Chen & Kartik Ganju, 2018. "The Spillover Effects of Health IT Investments on Regional Healthcare Costs," Management Science, INFORMS, vol. 64(6), pages 2515-2534, June.
    34. Jason M. Rathje & Riitta Katila, 2021. "Enabling Technologies and the Role of Private Firms: A Machine Learning Matching Analysis," Strategy Science, INFORMS, vol. 6(1), pages 5-21, March.
    35. Ginger Zhe Jin & Jungmin Lee, 2014. "Inspection technology, detection, and compliance: evidence from Florida restaurant inspections," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 885-917, December.
    36. Thomas N. Hubbard, 2003. "Information, Decisions, and Productivity: On-Board Computers and Capacity Utilization in Trucking," American Economic Review, American Economic Association, vol. 93(4), pages 1328-1353, September.
    37. Qing Li & Yanrui Wu, 2023. "ICT, technological diffusion and economic growth in Chinese cities," Empirical Economics, Springer, vol. 64(4), pages 1737-1768, April.
    38. David Kaplan & Eduardo Piedra & Enrique Seira, 2007. "Are Burdensome Registration Procedures an Important Barrier on Firm Creation? Evidence from Mexico," Working Papers 0701, Centro de Investigacion Economica, ITAM.
    39. Elena Lucchese, 2020. "Where are you? The problem of location during emergencies," Working Papers 439, University of Milano-Bicocca, Department of Economics, revised Apr 2020.
    40. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    41. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
    42. Courtemanche, Charles & Friedson, Andrew & Koller, Andrew P. & Rees, Daniel I., 2019. "The affordable care act and ambulance response times," Journal of Health Economics, Elsevier, vol. 67(C).
    43. Chun, Hyunbae & Kim, Jung-Wook & Morck, Randall & Yeung, Bernard, 2008. "Creative destruction and firm-specific performance heterogeneity," Journal of Financial Economics, Elsevier, vol. 89(1), pages 109-135, July.
    44. Yue Guo & Fu Xin & Xiaotong Li, 2020. "The market impacts of sharing economy entrants: evidence from USA and China," Electronic Commerce Research, Springer, vol. 20(3), pages 629-649, September.
    45. Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang, 2016. "Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index," Papers 1603.09326, arXiv.org, revised Aug 2024.
    46. Ann P. Bartel & Casey Ichniowski & Kathryn L. Shaw, 2005. "How Does Information Technology Really Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement and Worker Skills," NBER Working Papers 11773, National Bureau of Economic Research, Inc.
    47. David, Guy & Harrington, Scott E., 2010. "Population density and racial differences in the performance of emergency medical services," Journal of Health Economics, Elsevier, vol. 29(4), pages 603-615, July.
    48. Luis Garicano & Paul Heaton, 2010. "Information Technology, Organization, and Productivity in the Public Sector: Evidence from Police Departments," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 167-201, January.
    49. Thomas N. Hubbard, 2001. "Information, Decisions, and Productivity: On-Board Computers and Capacity Utilization in Trucking," NBER Working Papers 8525, National Bureau of Economic Research, Inc.
    50. Garicano, Luis & Rayo, Luis, 2015. "Why organizations fail: models and cases," CEPR Discussion Papers 10395, C.E.P.R. Discussion Papers.
    51. Marco Capasso & Nelson Correa, 2010. "ICT and Knowledge Complementarities: A Factor Analysis on Growth," Chapters, in: Mario Cimoli & André A. Hofman & Nanno Mulder (ed.), Innovation and Economic Development, chapter 8, Edward Elgar Publishing.
    52. Alonso, Ricardo & Dessein, Wouter & Matouschek, Niko, 2015. "Organizing to adapt and compete," LSE Research Online Documents on Economics 58647, London School of Economics and Political Science, LSE Library.
    53. Ann Bartel & Casey Ichniowski & Kathryn Shaw & Ricardo Correa, 2007. "International Differences in the Adoption and Impact of New Information Technologies and New HR Practices: The Valve-Making Industry in the U.S. and U.K," NBER Working Papers 13651, National Bureau of Economic Research, Inc.
    54. Ajay K. Agrawal & Avi Goldfarb, 2006. "Restructuring Research: Communication Costs and the Democratization of University Innovation," NBER Working Papers 12812, National Bureau of Economic Research, Inc.
    55. Lamar Pierce & Daniel C. Snow & Andrew McAfee, 2015. "Cleaning House: The Impact of Information Technology Monitoring on Employee Theft and Productivity," Management Science, INFORMS, vol. 61(10), pages 2299-2319, October.
    56. Steven Stern & Elizabeth Merwin & Emily Hauenstein & Ivora Hinton & Virgina Rovnyak & Melvin Wilson & Ishan Williams & Irma Mahone, 2008. "The E¤ect of Rurality on Mental and Physical Health," Virginia Economics Online Papers 381, University of Virginia, Department of Economics.
    57. Lokshin, B. & Carree, M.A. & Belderbos, R.A., 2004. "Testing for complementarity and substitutability in case of multiple practices," Research Memorandum 002, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    58. Jinhyung Lee & Jeffrey S. McCullough & Robert J. Town, 2012. "The Impact of Health Information Technology on Hospital Productivity," NBER Working Papers 18025, National Bureau of Economic Research, Inc.
    59. Jason Chan & Anindya Ghose, 2012. "Internet's Dirty Secret: Assessing the Impact of Online Intermediaries on the Outbreak of Sexually Transmitted Diseases," Working Papers 12-07, NET Institute, revised Sep 2012.
    60. Elizabeth Ty Wilde, 2013. "Do Emergency Medical System Response Times Matter For Health Outcomes?," Health Economics, John Wiley & Sons, Ltd., vol. 22(7), pages 790-806, July.
    61. Davide Consoli & Francesco Vona & Francesco Rentocchini, 2014. "That was then, this is now: Skills and Routinization in the 2000s," SPRU Working Paper Series 2014-18, SPRU - Science Policy Research Unit, University of Sussex Business School.
    62. Miravete, Eugenio & Kretschmer, Tobias & Pernías, Jose C, 2011. "Competitive Pressure and the Adoption of Complementary Innovations," CEPR Discussion Papers 8289, C.E.P.R. Discussion Papers.
    63. Seth Freedman & Haizhen Lin & Jeffrey Prince, 2015. "Information Technology and Patient Health: Analyzing Outcomes, Populations, and Mechanisms," NBER Working Papers 21389, National Bureau of Economic Research, Inc.
    64. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    65. Seth Freedman & Haizhen Lin & Jeffrey T. Prince, 2014. "Information Technology and Patient Health: An Expanded Analysis of Outcomes, Populations, and Mechanisms," Working Papers 2014-02, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    66. Chris Forman & Anindya Ghose & Batia Wiesenfeld, 2008. "Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets," Information Systems Research, INFORMS, vol. 19(3), pages 291-313, September.
    67. Ferreira, Susana, 2010. "An analysis of the determinants of flood damages," 2011 Annual Meeting, February 5-8, 2011, Corpus Christi, Texas 98381, Southern Agricultural Economics Association.
    68. Bresnahan, Timothy, 2010. "General Purpose Technologies," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 761-791, Elsevier.

  93. Athey,S. & Haile,P.A., 2000. "Identification of standard auction models," Working papers 13, Wisconsin Madison - Social Systems.

    Cited by:

    1. Moshe Shaked & Miguel A. Sordo & Alfonso Suárez-Llorens, 2012. "Global Dependence Stochastic Orders," Methodology and Computing in Applied Probability, Springer, vol. 14(3), pages 617-648, September.
    2. Daniel Quint, 2017. "Common Values and Low Reserve Prices," Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 363-396, June.
    3. Laurent Lamy, 2007. "The Econometrics of Auctions with Asymmetric Anonymous Bidders," Working Papers 2007-24, Center for Research in Economics and Statistics.
    4. David Grether & David Porter & Matthew Shum, 2011. "Intimidation or Impatience? Jump Bidding in On-line Ascending Automobile Auctions," Working Papers 11-07, Chapman University, Economic Science Institute.
    5. Yao Luo & Peijun Sang & Ruli Xiao, 2024. "Order Statistics Approaches to Unobserved Heterogeneity in Auctions," Working Papers tecipa-776, University of Toronto, Department of Economics.
    6. Jun, Sung Jae & Pinkse, Joris, 2024. "An information–Theoretic approach to partially identified auction models," Journal of Econometrics, Elsevier, vol. 238(2).
    7. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Cowles Foundation Discussion Papers 1562, Cowles Foundation for Research in Economics, Yale University.
    8. Enache, Andreea & Florens, Jean-Pierre & Sbai, Erwann, 2023. "A functional estimation approach to the first-price auction models," Journal of Econometrics, Elsevier, vol. 235(2), pages 1564-1588.
    9. Yusuke Matsuki, 2016. "A Distribution-Free Test of Monotonicity with an Application to Auctions," Working Papers e110, Tokyo Center for Economic Research.
    10. Marmer, Vadim & Shneyerov, Artyom & Xu, Pai, 2013. "What model for entry in first-price auctions? A nonparametric approach," Journal of Econometrics, Elsevier, vol. 176(1), pages 46-58.
    11. Katharina Sailer, 2006. "Searching the eBay Marketplace," CESifo Working Paper Series 1848, CESifo.
    12. Stowasser, Till & Englmaier, Stowasser & Schmöller, Arno, 2016. "Determinants and Effects of Reserve Prices in Auctions," VfS Annual Conference 2016 (Augsburg): Demographic Change 145540, Verein für Socialpolitik / German Economic Association.
    13. Stefan Seifert & Silke Hüttel, 2023. "Is there a risk of a winner’s curse in farmland auctions?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(3), pages 1140-1177.
    14. Olivier Armantier & Erwann SbaÏ, 2006. "Estimation and comparison of treasury auction formats when bidders are asymmetric," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 745-779, September.
    15. Donna, Javier & Espin-Sanchez, Jose, 2014. "Complements and Substitutes in Sequential Auctions: The Case of Water Auctions," MPRA Paper 55079, University Library of Munich, Germany.
    16. Matthew A. Masten & Alexandre Poirier, 2018. "Interpreting Quantile Independence," Papers 1804.10957, arXiv.org.
    17. Antonio Merlo & Xun Tang, 2009. "Identification of Stochastic Sequential Bargaining Models," PIER Working Paper Archive 09-037, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
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    19. Victor Aguirregabiria, 2021. "Identification of firms’ beliefs in structural models of market competition," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 5-33, February.
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    2. Luis M. B. Cabral, 2000. "Dynamic Competition with No Efficiency Effect," Econometric Society World Congress 2000 Contributed Papers 0512, Econometric Society.
    3. Leandro Arozamena & Estelle Cantillon, 2000. "Investment Incentives in Procurement Auctions," Cowles Foundation Discussion Papers 1276, Cowles Foundation for Research in Economics, Yale University.
    4. Luis Cabral, 2000. "Increasing Dominance With No Efficiency Effect," Working Papers 00-06, New York University, Leonard N. Stern School of Business, Department of Economics.
    5. Von der Fehr, Nils-Henrik M. & Fabra, Natalia & de Frutos, Maria-Angeles, 2008. "Investment Incentives and Auction Design in Electricity Markets," CEPR Discussion Papers 6626, C.E.P.R. Discussion Papers.

  95. Susan Athey & Kyle Bagwell, 1999. "Optimal Collusion with Private Information," Working papers 99-17, Massachusetts Institute of Technology (MIT), Department of Economics.

    Cited by:

    1. Kyle Bagwell, 2004. "Collusion and Price Rigidity," Theory workshop papers 658612000000000081, UCLA Department of Economics.
    2. Kazuhiro Ohnishi, 2011. "Two-Stage Quantity-Setting Games and Tacit Collusion," Finnish Economic Papers, Finnish Economic Association, vol. 24(1), pages 64-77, Spring.
    3. Gary-Bobo, Robert J. & Jaaidane, Touria, 2014. "Strikes and slowdown in a theory of relational contracts," European Journal of Political Economy, Elsevier, vol. 36(C), pages 89-116.
    4. Ken Hendricks & Robert Porter & Guofu Tan, 2008. "Bidding rings and the winner's curse," RAND Journal of Economics, RAND Corporation, vol. 39(4), pages 1018-1041, December.
    5. Drew Fudenberg & David K Levine & Satoru Takahashi, 2004. "Perfect Public Equilibrium When Players are Patient," Levine's Working Paper Archive 618897000000000865, David K. Levine.
    6. Yu Awaya, 2019. "Collusion and Information Exchange," The Japanese Economic Review, Springer, vol. 70(3), pages 394-402, September.
    7. Kaplow, Louis & Shapiro, Carl, 2007. "Antitrust," Competition Policy Center, Working Paper Series qt9pt7p9bm, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
    8. Julien Sauvagnat, 2015. "Prosecution and Leniency Programs: The Role of Bluffing in Opening Investigations," Journal of Industrial Economics, Wiley Blackwell, vol. 63(2), pages 313-338, June.
    9. Etienne Billette de Villemeur & Laurent Flochel & Bruno Versaevel, 2013. "Optimal collusion with limited liability," International Journal of Economic Theory, The International Society for Economic Theory, vol. 9(3), pages 203-227, September.
    10. Rachmilevitch, Shiran, 2013. "Endogenous bid rotation in repeated auctions," Journal of Economic Theory, Elsevier, vol. 148(4), pages 1714-1725.
    11. Mathias Herzing, 2011. "Does hidden information make trade liberalization more fragile?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(2), pages 561-579, May.
    12. Andreoli-Versbach, Patrick & Franck, Jens-Uwe, 2013. "Actions Speak Louder than Words: Econometric Evidence to Target Tacit Collusion in Oligopolistic Markets," Discussion Papers in Economics 16179, University of Munich, Department of Economics.
    13. Auriol, Emmanuelle & Soreide, Tina, 2015. "An Economic Analysis of Debarment," TSE Working Papers 15-599, Toulouse School of Economics (TSE), revised Jan 2017.
    14. Gea Myoung Lee, 2008. "Optimal Collusion with Internal Contracting," Working Papers 08-2008, Singapore Management University, School of Economics.
    15. Sahuguet, Nicolas & Walckiers, Alexis, 2017. "A theory of hub-and-spoke collusion," International Journal of Industrial Organization, Elsevier, vol. 53(C), pages 353-370.
    16. Noam Shamir, 2017. "Cartel Formation Through Strategic Information Leakage in a Distribution Channel," Marketing Science, INFORMS, vol. 36(1), pages 70-88, January.
    17. David Spector, 2022. "Cheap Talk, Monitoring and Collusion," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 60(2), pages 193-216, March.
    18. Nicolas Gruyer, 2005. "Using lotteries in auctions when buyers collude," Working Papers hal-01021534, HAL.
    19. Sahuguet, Nicolas & Walckiers, Alexis, 2013. "Selling to a cartel of retailers: a model of hub-and-spoke collusion," CEPR Discussion Papers 9385, C.E.P.R. Discussion Papers.
    20. Nicolas Gruyer, 2005. "Using lotteries in auctions when buyers collude," Economics Working Papers 02, LEEA (air transport economics laboratory), ENAC (french national civil aviation school).
    21. Victor Aguirregabiria, 2021. "Identification of firms’ beliefs in structural models of market competition," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 5-33, February.
    22. Colombo, Stefano, 2013. "Cartels in the unidirectional Hotelling model," Economic Modelling, Elsevier, vol. 31(C), pages 690-696.
    23. Jeanine Miklós-Thal, 2011. "Optimal collusion under cost asymmetry," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 46(1), pages 99-125, January.
    24. Fonseca, Miguel A. & Normann, Hans-Theo, 2012. "Explicit vs. tacit collusion—The impact of communication in oligopoly experiments," European Economic Review, Elsevier, vol. 56(8), pages 1759-1772.
    25. Guo, Yingni & Hörner, Johannes, 2015. "Dynamic Mechanisms without Money," Economics Series 310, Institute for Advanced Studies.
    26. Paul Prisecaru, 2013. "Microeconomic Analysis In Competition Policy," Global Economic Observer, "Nicolae Titulescu" University of Bucharest, Faculty of Economic Sciences;Institute for World Economy of the Romanian Academy, vol. 1(2), pages 50-61, November.
    27. Gea Myoung Lee, 2011. "Optimal International Agreement and Treatment of Domestic Subsidy," Working Papers 01-2011, Singapore Management University, School of Economics.
    28. Reisinger, Markus & Thomes, Tim Paul, 2017. "Manufacturer collusion: Strategic implications of the channel structure," DICE Discussion Papers 261, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    29. Susan Athey & Kyle Bagwell, 2004. "Collusion with Persistent Cost Shocks," Levine's Bibliography 122247000000000334, UCLA Department of Economics.
    30. Andreas Blume & Paul Heidhues, 2003. "Private Monitoring in Auctions," CIG Working Papers SP II 2003-14, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).
    31. Ken Hendricks & Robert Porter & Guofu Tan, 2003. "Bidding Rings and the Winner's Curse: The Case of Federal Offshore Oil and Gas Lease Auctions," NBER Working Papers 9836, National Bureau of Economic Research, Inc.
    32. Barron, Daniel, 2017. "Attaining efficiency with imperfect public monitoring and one-sided Markov adverse selection," Theoretical Economics, Econometric Society, vol. 12(3), September.
    33. Du, Chuang, 2012. "Solving payoff sets of perfect public equilibria: an example," MPRA Paper 38622, University Library of Munich, Germany.
    34. Yuichi Yamamoto, 2014. "We Can Cooperate Even When the Monitoring Structure Will Never Be Known," PIER Working Paper Archive 17-011, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 08 Apr 2017.
    35. David Spector, 2020. "Cheap talk, monitoring and collusion," PSE Working Papers halshs-01983037, HAL.
    36. Olszewski, Wojciech & Safronov, Mikhail, 2018. "Efficient cooperation by exchanging favors," Theoretical Economics, Econometric Society, vol. 13(3), September.
    37. David Genesove & Wallace P. Mullin, 2001. "Rules, Communication, and Collusion: Narrative Evidence from the Sugar Institute Case," American Economic Review, American Economic Association, vol. 91(3), pages 379-398, June.
    38. So Kubota, 2021. "Money and cooperation in small communities," Working Papers 2118, Waseda University, Faculty of Political Science and Economics.
    39. Jorge Alé‐Chilet & Juan Pablo Atal, 2020. "Trade associations and collusion among many agents: evidence from physicians," RAND Journal of Economics, RAND Corporation, vol. 51(4), pages 1197-1221, December.
    40. Switgard Feuerstein, 2005. "Collusion in Industrial Economics—A Rejoinder," Journal of Industry, Competition and Trade, Springer, vol. 5(3), pages 235-239, December.
    41. Kyle Bagwell & Robert W. Staiger, 2002. "Economic Theory and the Interpretation of GATT/WTO," The American Economist, Sage Publications, vol. 46(2), pages 3-19, October.
    42. Jonathan Levin, 2003. "Relational Incentive Contracts," American Economic Review, American Economic Association, vol. 93(3), pages 835-857, June.
    43. de Roos, Nicolas, 2006. "Examining models of collusion: The market for lysine," International Journal of Industrial Organization, Elsevier, vol. 24(6), pages 1083-1107, November.
    44. Nikolaus Fink & Philipp Schmidt-Dengler & Konrad Stahl & Christine Zulehner, 2017. "Registered cartels in Austria: an overview," European Journal of Law and Economics, Springer, vol. 44(3), pages 385-422, December.
    45. Mouraviev, Igor & Rey, Patrick, 2011. "Collusion and leadership," International Journal of Industrial Organization, Elsevier, vol. 29(6), pages 705-717.
    46. Cheng Wang, 1995. "Dynamic Insurance with Private Information and Balanced Budgets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 577-595.
    47. Mouraviev, Igor, 2014. "Explicit Collusion under Antitrust Enforcement," Center for Mathematical Economics Working Papers 494, Center for Mathematical Economics, Bielefeld University.
    48. Rachmilevitch, Shiran, 2015. "Bribing in second-price auctions," Games and Economic Behavior, Elsevier, vol. 92(C), pages 191-205.
    49. Jin Li & Niko Matouschek & Michael Powell, 2017. "Power Dynamics in Organizations," American Economic Journal: Microeconomics, American Economic Association, vol. 9(1), pages 217-241, February.
    50. David Spector, 2015. "Facilitating collusion by exchanging non-verifiable sales reports," Working Papers halshs-01119959, HAL.
    51. Switgard Feuerstein, 2005. "Collusion in Industrial Economics—A Survey," Journal of Industry, Competition and Trade, Springer, vol. 5(3), pages 163-198, December.
    52. Aperjis, Christina & Miao, Yali & Zeckhauser, Richard Jay, 2011. "Variable Temptations and Black Mark Reputations," Scholarly Articles 5027138, Harvard Kennedy School of Government.
    53. Nicolas Gruyer, 2008. "Optimal Auctions when a seller is bound to sell to collusive bidders (new version of "using lotteries ...")," Economics Working Papers 06, LEEA (air transport economics laboratory), ENAC (french national civil aviation school).
    54. Vinicius Carrasco & Gustavo Manso, 2006. "Syndication and Robust Collusion in Financial Markets," Textos para discussão 522, Department of Economics PUC-Rio (Brazil).
    55. Yasunori Okumura, 2011. "A dynamic analysis of collusive networks," Review of Economic Design, Springer;Society for Economic Design, vol. 15(4), pages 317-336, December.
    56. Jullien, Bruno & Park, In-Uck, 2019. "Communication, Feedbacks and Repeated Moral Hazard with Short-lived Buyers," TSE Working Papers 19-1027, Toulouse School of Economics (TSE), revised Apr 2020.
    57. Gaurab Aryal & Dennis J. Campbell & Federico Ciliberto & Ekaterina A. Khmelnitskaya, 2023. "Common Subcontracting and Airline Prices," Papers 2301.05999, arXiv.org, revised Dec 2023.
    58. Che,Y.-K. & Kim,J., 2004. "Collusion-proof implementation of optimal mechanisms," Working papers 4, Wisconsin Madison - Social Systems.
    59. Beker, Pablo & Hernando-Veciana, Angel, 2013. "Bidding Markets with Financial Constraints," The Warwick Economics Research Paper Series (TWERPS) 1017, University of Warwick, Department of Economics.
    60. Luke Garrod & Matthew Olczak, 2016. "Collusion, Firm Numbers and Asymmetries Revisited," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2016-11, Centre for Competition Policy, University of East Anglia, Norwich, UK..
    61. Casella, Alessandra, 2002. "Storable Votes," CEPR Discussion Papers 3508, C.E.P.R. Discussion Papers.
    62. Paul Heidhues & Botond Köszegi, 2004. "The Impact of Consumer Loss Aversion on Pricing," CIG Working Papers SP II 2004-17, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).
    63. Suehyun Kwon, 2016. "Competing Mechanisms with Limited Commitment," CESifo Working Paper Series 6280, CESifo.
    64. Iván Major, 2006. "Why do (or do not) banks share customer information? A comparison of mature private credit markets and markets in transition," CERS-IE WORKING PAPERS 0603, Institute of Economics, Centre for Economic and Regional Studies, revised 24 Apr 2006.
    65. Joseph E Harrington Jr, 2002. "Cartel Pricing Dynamics in the Presence of an Antitrust Authority," Economics Working Paper Archive 487, The Johns Hopkins University,Department of Economics, revised May 2003.
    66. Kaplan, Todd & Ruffle, Bradley, "undated". "Which Way to Cooperate," Working Papers WP2011/5, University of Haifa, Department of Economics.
    67. Raphael Thomadsen & Ki-Eun Rhee, 2007. "Costly Collusion in Differentiated Industries," Marketing Science, INFORMS, vol. 26(5), pages 660-665, 09-10.
    68. Hasnas, Irina & Wey, Christian, 2015. "Full versus partial collusion among brands and private label producers," DICE Discussion Papers 190, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    69. Lavi, Ron & Oren, Sigal, 2012. "Side-communication yields efficiency of ascending auctions: The two-items case," Games and Economic Behavior, Elsevier, vol. 76(2), pages 439-456.
    70. Marquez, Robert & Singh, Rajdeep, 2013. "The economics of club bidding and value creation," Journal of Financial Economics, Elsevier, vol. 108(2), pages 493-505.
    71. Eduardo Monteiro & Humberto Moreira, 2006. "Effciency In Two Player Repeated Games Of Imperfect Monitoring," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 113, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    72. Staiger, Robert & Bagwell, Kyle & Bown, Chad, 2015. "Is the WTO Passé?," CEPR Discussion Papers 10672, C.E.P.R. Discussion Papers.
    73. Yu Awaya & Vijay Krishna, 2020. "Information exchange in cartels," RAND Journal of Economics, RAND Corporation, vol. 51(2), pages 421-446, June.
    74. Boshoff, Willem & Frübing, Stefan & Hüschelrath, Kai, 2015. "Information exchange through non-binding advance price announcements: An antitrust analysis," ZEW Discussion Papers 15-060, ZEW - Leibniz Centre for European Economic Research.
    75. Colombo, Stefano & Filippini, Luigi & Pignataro, Aldo, 2024. "Information sharing, personalized pricing, and collusion," Information Economics and Policy, Elsevier, vol. 66(C).
    76. Joseph E. Harrington, Jr, 2006. "How Do Cartels Operate?," Economics Working Paper Archive 531, The Johns Hopkins University,Department of Economics.
    77. Kyle Bagwell & Chad P. Bown & Robert W. Staiger, 2015. "Is the WTO passé?," NBER Working Papers 21303, National Bureau of Economic Research, Inc.
    78. Fong, Yuk-fai & Li, Jin, 2017. "Relational contracts, limited liability, and employment dynamics," Journal of Economic Theory, Elsevier, vol. 169(C), pages 270-293.
    79. Sylvain Chassang & Juan Ortner, 2017. "Collusion in Auctions with Constrained Bids: Theory and Evidence from Public Procurement," Working Papers 072_2015, Princeton University, Department of Economics, Econometric Research Program..
    80. Baomin Dong, 2013. "Cost-Based Anti-dumping as a Repeated Game," The Economic Record, The Economic Society of Australia, vol. 89, pages 95-105, June.
    81. Goldluecke, Susanne & Kranz, Sebastian, 2010. "In?nitely Repeated Games with Public Monitoring and Monetary Transfers," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 332, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    82. Mihaela Schaar & Yuanzhang Xiao & William Zame, 2015. "Efficient outcomes in repeated games with limited monitoring," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 60(1), pages 1-34, September.
    83. Susan Athey & Andrew Atkeson & Patrick Kehoe, 2003. "The Optimal Degree of Discretion in Monetary Policy," NBER Working Papers 10109, National Bureau of Economic Research, Inc.
    84. Sylvain Chassang & Kei Kawai & Jun Nakabayashi & Juan Ortner, 2019. "Data Driven Regulation: Theory and Application to Missing Bids," Boston University - Department of Economics - Working Papers Series WP2019-04, Boston University - Department of Economics.
    85. Zhongmin Wang, 2008. "Collusive Communication and Pricing Coordination in a Retail Gasoline Market," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 32(1), pages 35-52, February.
    86. Rachmilevitch, Shiran, 2014. "First-best collusion without communication," Games and Economic Behavior, Elsevier, vol. 83(C), pages 224-230.
    87. Xiaoquan (Michael) Zhang & Juan Feng, 2011. "Cyclical Bid Adjustments in Search-Engine Advertising," Management Science, INFORMS, vol. 57(9), pages 1703-1719, February.
    88. Ariane Lambert-Mogiliansky & Grigory Kosenok, 2009. "Fine-Tailored for the Cartel-Favoritism in Procurement," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 35(1), pages 95-121, September.
    89. Andreas Blume & Paul Heidhues, 2008. "Modeling Tacit Collusion in Auctions," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 164(1), pages 163-184, March.
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    94. Stefan Bühler & Dennis L. Gärtner, 2009. "Making Sense of Non-Binding Retail-Price Recommendations," University of St. Gallen Department of Economics working paper series 2009 2009-02, Department of Economics, University of St. Gallen.
    95. Carrasco, Vinicius & Fuchs, William & Fukuda, Satoshi, 2019. "From equals to despots: The dynamics of repeated decision making in partnerships with private information," Journal of Economic Theory, Elsevier, vol. 182(C), pages 402-432.
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    100. Brishti Guha, 2005. "Games Suppliers and Producers Play : Upstream and Downstream Moral Hazard with Unverifiable Input Quality," Microeconomics Working Papers 22427, East Asian Bureau of Economic Research.
    101. Bruno Jullien & Patrick Rey, 2007. "Resale price maintenance and collusion," RAND Journal of Economics, RAND Corporation, vol. 38(4), pages 983-1001, December.
    102. Ales, Laurence & Maziero, Pricila & Yared, Pierre, 2014. "A theory of political and economic cycles," Journal of Economic Theory, Elsevier, vol. 153(C), pages 224-251.
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    110. Carmen García & Joan Ramon Borrell & José Manuel Ordóñez-de-Haro & Juan Luis Jiménez, 2022. "Managers’ expectations, business cycles and cartels’ life cycle," European Journal of Law and Economics, Springer, vol. 53(3), pages 451-484, June.
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    116. Afrasiab Mirza, 2012. "Dynamic Prudential Regulation," Discussion Papers 12-13, Department of Economics, University of Birmingham.
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    118. Fudenberg, Drew & Yamamoto, Yuichi, 2011. "Learning from Private Information in Noisy Repeated Games," Scholarly Articles 9962008, Harvard University Department of Economics.
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    121. Zhang, Wenzhang, 2022. "Collusion enforcement in repeated first-price auctions," Theoretical Economics, Econometric Society, vol. 17(4), November.
    122. Atila Abdulkadiroglu & Kyle Bagwell, 2013. "Trust, Reciprocity, and Favors in Cooperative Relationships," American Economic Journal: Microeconomics, American Economic Association, vol. 5(2), pages 213-259, May.
    123. Dechenaux, Emmanuel & Mago, Shakun D., 2019. "Communication and side payments in a duopoly with private costs: An experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 165(C), pages 157-184.
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    144. Panayiotis Agisilaou, 2013. "Collusion in Industrial Economics and Optimally Designed Leniency Programmes - A Survey," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2013-03, Centre for Competition Policy, University of East Anglia, Norwich, UK..
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    1. Rau, P. Raghavendra & Sandvik, Jason & Vermaelen, Theo, 2024. "IPO price formation and board gender diversity," Journal of Corporate Finance, Elsevier, vol. 88(C).
    2. Jasmin Droege, 2022. "First impression biases in the performing arts: taste-based discrimination and the value of blind auditioning," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 46(3), pages 391-437, September.
    3. Astrid Kunze & Amalia R. Miller, 2014. "Women Helping Women? Evidence from Private Sector Data on Workplace Hierarchies," NBER Working Papers 20761, National Bureau of Economic Research, Inc.
    4. Oliver Gürtler & Lennart Struth, 2021. "Do Workers Benefit from Wage Transparency Rules?," ECONtribute Discussion Papers Series 105, University of Bonn and University of Cologne, Germany.
    5. Andrea Garnero, 2015. "Workforce diversity, productivity and wages in France: the role of managers vs. the proprietary structure of the firm," Working Papers CEB 15-039, ULB -- Universite Libre de Bruxelles.
    6. Steven Bednar & Dora Gicheva, 2019. "Workplace Support and Diversity in the Market for Public School Teachers," Education Finance and Policy, MIT Press, vol. 14(2), pages 272-297, Spring.
    7. David Masclet & Emmanuel Peterle & Sophie Larribeau, 2012. "The Role of Information in Deterring Discrimination: A New Experimental Evidence of Statistical Discrimination," Economics Working Paper Archive (University of Rennes & University of Caen) 201238, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    8. Harry Holzer & David Neumark, 1999. "Assessing Affirmative Action," NBER Working Papers 7323, National Bureau of Economic Research, Inc.
    9. Viktor Bozhinov & Jasmin Joecks & Katrin Scharfenkamp, 2021. "Gender spillovers from supervisory boards to management boards," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(5), pages 1317-1331, July.
    10. Osório, António (António Miguel), 2021. "The society gendered equilibrium: in search for an economic rationale," Working Papers 2072/534913, Universitat Rovira i Virgili, Department of Economics.
    11. Aliza N. Husain & David A. Matsa & Amalia R. Miller, 2018. "Do Male Workers Prefer Male Leaders? An Analysis of Principals' Effects on Teacher Retention," NBER Working Papers 25263, National Bureau of Economic Research, Inc.
    12. Fidan Ana Kurtulus & Donald Tomaskovic-Devey, 2012. "Do Female Top Managers Help Women to Advance? A Panel Study Using EEO-1 Records," The ANNALS of the American Academy of Political and Social Science, , vol. 639(1), pages 173-197, January.
    13. Myers, Caitlin Knowles, 2005. "A Cure for Discrimination? Affirmative Action and the Case of California Proposition 209," IZA Discussion Papers 1674, Institute of Labor Economics (IZA).
    14. Robert Oxoby, "undated". "Social Inference and Occupational Choice: Type-Based Biases in a Bayesian Model of Class Formation," Working Papers 2009-07, Department of Economics, University of Calgary, revised 11 Jan 2009.
    15. Flabbi, Luca & Schivardi, Fabiano & Moro, Andrea, 2014. "Do Female Executives Make a Difference? The Impact of Female Leadership on Gender Gaps and Firm Performance," CEPR Discussion Papers 10228, C.E.P.R. Discussion Papers.
    16. Paul Sicilian & Adam Grossberg, 2014. "Does supervisor gender affect wages?," Empirical Economics, Springer, vol. 46(2), pages 479-499, March.
    17. Kimberly Ellis & Phyllis Keys, 2015. "Workforce diversity and shareholder value: a multi-level perspective," Review of Quantitative Finance and Accounting, Springer, vol. 44(2), pages 191-212, February.
    18. Kurtulus, Fidan Ana & Tomaskovic-Devey, Donald, 2012. "Do Women Top Managers Help Women Advance? A Panel Study Using EEO-1 Records," IZA Discussion Papers 6444, Institute of Labor Economics (IZA).
    19. Truc (Peter) Do & Kathleen Herbohn, 2024. "The impact of board ethnic diversity and Chief Executive Officer role on corporate social responsibility," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 575-605, March.
    20. Quaresima, Federico, 2019. "Patronage Appointments between Politics and Public Governance: a Review," MPRA Paper 94650, University Library of Munich, Germany.
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    31. Mukhammadyusuf Shaymardanov & Suvi Heikkinen & Anna-Maija Lämsä, 2023. "Social Networks of Women in Organizations: Evolution of Research and Future Research Agenda," South Asian Journal of Business and Management Cases, , vol. 12(1), pages 97-112, April.
    32. Nina Smith & Valdemar Smith & Mette Verner, 2013. "Why are So Few Females Promoted into CEO and Vice President Positions? Danish Empirical Evidence, 1997–2007," ILR Review, Cornell University, ILR School, vol. 66(2), pages 380-408, April.
    33. Dora L. Costa & Matthew E. Kahn, 2004. "Forging a New Identity: The Costs and Benefits of Diversity in Civil War Combat Units for Black Slaves and Freemen," NBER Working Papers 11013, National Bureau of Economic Research, Inc.
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    35. Meeok Cho & Jiwon Hyeon & Woo-Jong Lee & Hee-Yeon Sunwoo, 2025. "An empirical analysis of gender differences in asymmetric labor adjustment: evidence from Korea," Review of Accounting Studies, Springer, vol. 30(2), pages 1716-1752, June.
    36. Ashtari Tafti, Elena & Distefano, Mimosa & Surovtseva, Tetyana, 2024. "Gender, careers and peers' gender mix," LSE Research Online Documents on Economics 126779, London School of Economics and Political Science, LSE Library.
    37. Lena E. Hensvik, 2014. "Manager Impartiality: Worker-Firm Matching and the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 395-421, April.
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    45. Rafael Rob & Peter Zemsky, "undated". "Social Capital, Corporate Culture and Incentive Intensity," Penn CARESS Working Papers 7380c2f90d0b2f362ad71f139, Penn Economics Department.
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    47. Bell, Linda A., 2005. "Women-Led Firms and the Gender Gap in Top Executive Jobs," IZA Discussion Papers 1689, Institute of Labor Economics (IZA).
    48. Federico Quaresima & Fabio Fiorillo, 2017. "The patronage effect: a theoretical perspective of patronage and political selection," Working papers 63, Società Italiana di Economia Pubblica.
    49. Jason Sockin, 2022. "Show Me the Amenity: Are Higher-Paying Firms Better All Around?," CESifo Working Paper Series 9842, CESifo.
    50. Hensvik, Lena, 2011. "Manager impartiality? Worker-firm matching and the gender wage gap," Working Paper Series 2011:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    51. Fidan Ana Kurtulus, 2015. "The Impact of Affirmative Action on the Employment of Minorities and Women over Three Decades: 1973-2003," Upjohn Working Papers 15-221, W.E. Upjohn Institute for Employment Research.
    52. Åsa Rosén & Steinar Holden, 2009. "Discrimination and Employment Protection," 2009 Meeting Papers 350, Society for Economic Dynamics.
    53. Byker, Tanya & Malik, Sara & Patel, Elena & Sandvik, Jason, 2025. "Board Gender Diversity and Workforce Composition, Compensation, and Retention for U.S. Publicly Traded Firms," IZA Discussion Papers 18125, Institute of Labor Economics (IZA).
    54. António Osório, 2019. "Gender differences in competition: gender equality and cost reduction policies," Review of Economic Design, Springer;Society for Economic Design, vol. 23(1), pages 27-52, June.
    55. Steven Bednar & Dora Gicheva & Albert N. Link, 2021. "Innovative activity and gender dynamics," Small Business Economics, Springer, vol. 56(4), pages 1591-1599, April.
    56. Biasi, Barbara & Sarsons, Heather, 2020. "Flexible Wages, Bargaining, and the Gender Gap," IZA Discussion Papers 13754, Institute of Labor Economics (IZA).
    57. Malin Arve & Justin Valasek & Justin Mattias Valasek, 2023. "Underrepresentation, Quotas and Quality: A Dynamic Argument for Reform," CESifo Working Paper Series 10437, CESifo.
    58. David S. Lyle & John Z. Smith, 2014. "The Effect of High-Performing Mentors on Junior Officer Promotion in the US Army," Journal of Labor Economics, University of Chicago Press, vol. 32(2), pages 229-258.
    59. Yana Gallen & Melanie Wasserman, 2021. "Informed Choices: Gender Gaps in Career Advice," Upjohn Working Papers 21-340, W.E. Upjohn Institute for Employment Research.
    60. Cassidy, Hugh & DeVaro, Jed & Kauhanen, Antti, 2016. "Promotion signaling, gender, and turnover: New theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 140-166.
    61. Raghuram Iyengar & Andrew Schotter, 2008. "Learning under supervision: an experimental study," Experimental Economics, Springer;Economic Science Association, vol. 11(2), pages 154-173, June.
    62. McGinnity, Frances & Quinn, Emma & McCullough, Evie & Enright, Shannen, 2021. "Measures to combat racial discrimination and promote diversity in the labour market: A review of evidence," Research Series, Economic and Social Research Institute (ESRI), number SUSTAT110.
    63. Susan Payne Carter & Whitney Dudley & David S. Lyle & John Z. Smith, 2016. "Who's the Boss? The Effect of Strong Leadership on Employee Turnover," NBER Working Papers 22383, National Bureau of Economic Research, Inc.
    64. Illong Kwon & Eva Meyersson Milgrom, "undated". "Working for Female Managers: Gender Hierarchy in the Workplace," Discussion Papers 09-006, Stanford Institute for Economic Policy Research.
    65. Dinarte Diaz,Lelys Ileana, 2020. "Peer Effects on Violence : Experimental Evidence from El Salvador," Policy Research Working Paper Series 9187, The World Bank.
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    67. Mich'le M'ller-Itten & Aniko Ory, 2017. "Mentoring and the Dynamics of Affirmative Action," Cowles Foundation Discussion Papers 2112, Cowles Foundation for Research in Economics, Yale University.
    68. Fidan Ana Kurtulus & Donald Tomaskovic-Devey, 2011. "Do Women Top Managers Help Women Advance? A Panel Study Using EEO-1 Records," UMASS Amherst Economics Working Papers 2011-14, University of Massachusetts Amherst, Department of Economics.
    69. Jordi Brandts & Valeska Groenert & Christina Rott, 2015. "The Impact of Advice on Women's and Men's Selection into Competition," Management Science, INFORMS, vol. 61(5), pages 1018-1035, May.
    70. Giulia La Mattina & Gabriel Picone & Alban Ahoure & Jose Carlos Kimou, 2017. "Female leaders and gender gaps within the firm: Evidence from three sub-Saharan African countries," WIDER Working Paper Series wp-2017-63, World Institute for Development Economic Research (UNU-WIDER).
    71. Carvalho, Jean-Paul & Pradelski, Bary SR, 2022. "Identity and underrepresentation: Interactions between race and gender," Journal of Public Economics, Elsevier, vol. 216(C).
    72. Fidan Ana Kurtulus, 2016. "The Impact of Affirmative Action on the Employment of Minorities and Women: A Longitudinal Analysis Using Three Decades of EEO‐1 Filings," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 35(1), pages 34-66, January.
    73. Jean-Paul Carvalho & Bary Pradelski & Cole Williams, 2024. "Intersectionality: Affirmative Action with Multidimensional Identities," Post-Print hal-04788142, HAL.
    74. Ettore Damiano & Hao Li & Wing Suen, 2004. "First in Village or Second in Rome," Working Papers tecipa-221, University of Toronto, Department of Economics.
    75. Osorio, António (António Miguel), 2019. "Gender differences in competition: gender equality and cost reduction policies," Working Papers 2072/351587, Universitat Rovira i Virgili, Department of Economics.
    76. Laura Giuliano & David I. Levine & Jonathan Leonard, 2009. "Manager Race and the Race of New Hires," Journal of Labor Economics, University of Chicago Press, vol. 27(4), pages 589-631, October.
    77. Laura Giuliano & Michael R Ransom, 2013. "Manager Ethnicity and Employment Segregation," ILR Review, Cornell University, ILR School, vol. 66(2), pages 346-379, April.
    78. Donna S. Rothstein, 2001. "Supervisory Status and Upper-Level Supervisory Responsibilities: Evidence from the NLSY79," ILR Review, Cornell University, ILR School, vol. 54(3), pages 663-680, April.

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    Cited by:

    1. Michael J. Leiblein & Jeffrey J. Reuer & Todd Zenger, 2018. "What Makes a Decision Strategic?," Strategy Science, INFORMS, vol. 3(4), pages 558-573, December.
    2. Santiago-Rodriguez, Fernando, 2010. "Human resource management and learning for innovation: pharmaceuticals in Mexico," MERIT Working Papers 2010-002, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. Priit Vahter & Maaja Vadi, 2022. "The Relationship Of Technological And Organizational Innovation With Firm Performance: Opening The Black Box Of Dynamic Complementarities," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 138, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    4. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    5. Spyros Arvanitis & Boris Lokshin & Pierre Mohnen & Martin Woerter, 2015. "Impact of External Knowledge Acquisition Strategies on Innovation: A Comparative Study Based on Dutch and Swiss Panel Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 46(4), pages 359-382, June.
    6. Veugelers, Reinhilde & Cassiman, Bruno, 2002. "Complementarity in the Innovation Strategy: Internal R&D, External Technology Acquisition and Cooperation," CEPR Discussion Papers 3284, C.E.P.R. Discussion Papers.
    7. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    8. Eduardo Morales & Gloria Sheu & Andrés Zahler, 2014. "Gravity and Extended Gravity: Using Moment Inequalities to Estimate a Model of Export Entry," NBER Working Papers 19916, National Bureau of Economic Research, Inc.
    9. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2016. "Organisational change and the productivity effects of green technology adoption," Resource and Energy Economics, Elsevier, vol. 43(C), pages 172-194.
    10. Nathalie Greenan & Jacques Mairesse, 1999. "Organizational Change in French Manufacturing: What Do We Learn From Firm Representatives and From Their Employees?," NBER Working Papers 7285, National Bureau of Economic Research, Inc.
    11. Nicholas Bloom & John Van Reenen, 2010. "Human Resource Management and Productivity," NBER Working Papers 16019, National Bureau of Economic Research, Inc.
    12. Nathalie Greenan & Yannick L'Horty, 2002. "Le paradoxe de la productivité," Post-Print halshs-00918037, HAL.
    13. Rajeev K. Goel & Devrim Göktepe-Hultén & Christoph Grimpe, 2017. "Who instigates university–industry collaborations? University scientists versus firm employees," Small Business Economics, Springer, vol. 48(3), pages 503-524, March.
    14. Leiponen, Aija, . "Essays in the Economics of Knowledge: Innovation, Collaboration, and Organizational Complementarities," ETLA A, The Research Institute of the Finnish Economy, number 31, June.
    15. Phillipe Aghion & Nicholas Bloom & John Van Reenen, 2013. "Incomplete Contracts and the Internal Organisation of Firms," CEP Occasional Papers 36, Centre for Economic Performance, LSE.
    16. Manuel Guisado-González & Jennifer González-Blanco & José Luís Coca-Pérez & Manuel Guisado-Tato, 2018. "Assessing the relationship between R&D subsidy, R&D cooperation and absorptive capacity: an investigation on the manufacturing Spanish case," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1647-1666, December.
    17. Barge-Gil, Andrés & López, Alberto, 2013. "R&D and productivity: In search of complementarity between research and development activities," MPRA Paper 43808, University Library of Munich, Germany.
    18. Paola Giuri & Salvatore Torrisi & Natalia Zinovyeva, 2005. "ICT, Skills and Organisational Change: Evidence from a Panel of Italian Manufacturing Firms," LEM Papers Series 2005/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    19. Resende, Marcelo & Strube, Eduardo & Zeidan, Rodrigo, 2014. "Complementarity of innovation policies in Brazilian industry: An econometric study," International Journal of Production Economics, Elsevier, vol. 158(C), pages 9-17.
    20. Kocher, Martin & Dittrich, Dennis, 2006. "Monitoring and Pay: An Experiment on Employee under Endogenous Supervision," CEPR Discussion Papers 5962, C.E.P.R. Discussion Papers.
    21. Hou, Jun & Mohnen, Pierre, 2013. "Complementarity between internal knowledge creation and external knowledge sourcing in developing countries," MERIT Working Papers 2013-010, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
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    4. Vlad Mares & Mikhael Shor, 2008. "Information Concentration in Common Value Environments," Working papers 2012-23, University of Connecticut, Department of Economics.
    5. Dimitrova, Magdalena & Schlee, Edward E., 2003. "Monopoly, competition and information acquisition," International Journal of Industrial Organization, Elsevier, vol. 21(10), pages 1623-1642, December.
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    8. Anton Kolotilin, 2013. "Experimental Design to Persuade," Discussion Papers 2013-17, School of Economics, The University of New South Wales.
    9. Santos-Pinto, Luís, 2003. "Asymmetries in information processing in a decision theory framework," MPRA Paper 3146, University Library of Munich, Germany, revised 27 Apr 2007.
    10. Juan José Ganuza & José S. Penalva, 2006. "On information and competition in private value auctions," Economics Working Papers 937, Department of Economics and Business, Universitat Pompeu Fabra, revised Jul 2006.
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    23. Avi Lichtig & Helene Mass, 2024. "Optimal Testing in Disclosure Games," CRC TR 224 Discussion Paper Series crctr224_2024_543, University of Bonn and University of Mannheim, Germany.
    24. Brandt, Nikolai M. & Eckwert, Bernhard & Várdy, Felix, 2021. "Bayesian learning with variable prior," Journal of Mathematical Economics, Elsevier, vol. 97(C).
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    26. Bernhard Eckwert & Itzhak Zilcha, 2008. "Efficiency of Screening and Labor Income Inequality," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 10(1), pages 77-98, February.
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    28. Asseyer, Andreas, 2025. "Information orders in screening problems," Journal of Economic Theory, Elsevier, vol. 225(C).
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    30. Saak, Alexander E. & Hennessy, David A., 2001. "Planting Decisions And Uncertain Consumer Acceptance Of Genetically Modified Crop Varieties," 2001 Annual meeting, August 5-8, Chicago, IL 20581, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    31. David Lagziel & Ehud Lehrer, 2021. "Dynamic Screening," Working Papers 2101, Ben-Gurion University of the Negev, Department of Economics.
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    36. Vlad Mares & Mikhael Shor, 2003. "Joint Bidding in Common Value Auctions: Theory and Evidence," Game Theory and Information 0305001, University Library of Munich, Germany.
    37. John K.-H. Quah & Bruno Strulovici, 2007. "Comparative Statics, Informativeness, and the Interval Dominance Order," Economics Papers 2007-W04, Economics Group, Nuffield College, University of Oxford.
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    39. Susan Athey & David Miller, 2006. "Efficiency in Repeated Trade with Hidden Valuations," Levine's Bibliography 784828000000000256, UCLA Department of Economics.
    40. Alexander E. Saak, 2008. "The Value Of Private Information In Monopoly," Journal of Industrial Economics, Wiley Blackwell, vol. 56(1), pages 169-189, March.
    41. Alfred Müller & Marco Scarsini, 2002. "Even Risk-Averters may Love Risk," Theory and Decision, Springer, vol. 52(1), pages 81-99, February.
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    1. Elizabeth T. Wilde, 2008. "Do Response Times Matter? The Impact of EMS Response Times on Health Outcomes," Working Papers 1065, Princeton University, Department of Economics, Industrial Relations Section..
    2. Justin G. Trogdon, 2004. "Regionalization of Cardiac Services and the Responsiveness of Treatment Choices," HEW 0411001, University Library of Munich, Germany.
    3. Justin G. Trogdon, 2005. "Demand for and Regulation of Cardiac Services," HEW 0502001, University Library of Munich, Germany.
    4. Elizabeth Ty Wilde, 2013. "Do Emergency Medical System Response Times Matter For Health Outcomes?," Health Economics, John Wiley & Sons, Ltd., vol. 22(7), pages 790-806, July.

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    1. Jeremy Bertomeu & John Harry Evans & Mei Feng & Ayung Tseng, 2021. "Tacit Collusion and Voluntary Disclosure: Theory and Evidence from the U.S. Automotive Industry," Management Science, INFORMS, vol. 67(3), pages 1851-1875, March.
    2. Kyle Bagwell, 2004. "Collusion and Price Rigidity," Theory workshop papers 658612000000000081, UCLA Department of Economics.
    3. Richard Dennis & Ippei Fujiwara & Yuichiro Waki, 2017. "The Optimal Degree of Monetary-Discretion in a New Keynesian Model with Private Information," Globalization Institute Working Papers 320, Federal Reserve Bank of Dallas.
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    7. Akbar Ullah & Ejaz Ghani & Attiya Javed, 2013. "Market Power and Industrial Performance in Pakistan," Working Papers id:5334, eSocialSciences.
    8. Kaplow, Louis & Shapiro, Carl, 2007. "Antitrust," Competition Policy Center, Working Paper Series qt9pt7p9bm, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
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    195. Olivier Armantier & Jean-Pierre Florens & Jean-Francois Richard, 2008. "Approximation of Nash equilibria in Bayesian games," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(7), pages 965-981.
    196. Jose Apesteguia & Miguel A. Ballester, 2016. "Single-crossing random utility models," Economics Working Papers 1515, Department of Economics and Business, Universitat Pompeu Fabra.
    197. Seungjin Han & Alex Sam & Youngki Shin, 2023. "Optimal Delegation in Markets for Matching with Signaling," Papers 2303.09415, arXiv.org.
    198. LOVO, Stefano & ALBANO, Gian Luigi & GERMANO, Fabrizio, 2002. "On some collusive and signaling equilibria in ascending auctions for multiple objects," HEC Research Papers Series 765, HEC Paris.
    199. Araujo, Aloisio & de Castro, Luciano I., 2009. "Pure strategy equilibria of single and double auctions with interdependent values," Games and Economic Behavior, Elsevier, vol. 65(1), pages 25-48, January.
    200. Levon Barseghyan & Francesca Molinari & Matthew Thirkettle, 2020. "Discrete choice under risk with limited consideration," CeMMAP working papers CWP28/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    201. Costinot, Arnaud, 2007. "Heterogeneity and Trade," University of California at San Diego, Economics Working Paper Series qt4ns3899g, Department of Economics, UC San Diego.
    202. Manolis Galenianos & Philipp Kircher, 2007. "Heterogeneous Firms in a Finite Directed Search Economy," PIER Working Paper Archive 07-003, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    203. Nikolai Kukushkin, 2015. "The single crossing conditions for incomplete preferences," International Journal of Game Theory, Springer;Game Theory Society, vol. 44(1), pages 225-251, February.
    204. Prokopovych, Pavlo & Yannelis, Nicholas C., 2019. "On monotone approximate and exact equilibria of an asymmetric first-price auction with affiliated private information," Journal of Economic Theory, Elsevier, vol. 184(C).
    205. Moheeput, Ashwin, "undated". "Financial Fragility, Systemic Risks and Informational Spillovers: Modelling Banking Contagion as State-Contingent Change in Cross-Bank Correlation," Economic Research Papers 269851, University of Warwick - Department of Economics.
    206. Chade, Hector, 2006. "Matching with noise and the acceptance curse," Journal of Economic Theory, Elsevier, vol. 129(1), pages 81-113, July.
    207. Timothy C. Au & David Banks & Yi Guo, 2021. "Numerical Solution of Asymmetric Auctions," Decision Analysis, INFORMS, vol. 18(4), pages 321-334, December.
    208. Chaturvedi, Aadhaar, 2015. "Procurement auctions with capacity constrained suppliers," European Journal of Operational Research, Elsevier, vol. 247(3), pages 987-995.
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    211. Idione Meneghel & Rabee Tourky, 2019. "On the Existence of Equilibrium in Bayesian Games Without Complementarities," Cowles Foundation Discussion Papers 2190r, Cowles Foundation for Research in Economics, Yale University, revised Nov 2019.
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    213. Maria M. Wihardja, 2010. "Corruption In Public Procurement Auctions: Positive Equilibrium Analysis, Incentive Mechanism Design, And Empirical Study," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 35(1), pages 35-57, March.
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    227. Chen, Jiakai, 2021. "LIBOR's poker," Journal of Financial Markets, Elsevier, vol. 55(C).
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    229. JoonHwan Cho & Yao Luo & Ruli Xiao, 2024. "Deconvolution from two order statistics," Papers 2403.17777, arXiv.org.
    230. Stephan Lauermann & Asher Wolinsky, 2021. "A Common-Value Auction with State-Dependent Participation," ECONtribute Discussion Papers Series 103, University of Bonn and University of Cologne, Germany.
    231. Ignacio Esponda, 2008. "Information feedback in first price auctions," RAND Journal of Economics, RAND Corporation, vol. 39(2), pages 491-508, June.
    232. Jonathan Spiteri & Jonathan James & Michele Belot, 2018. "A Computer-Based Incentivized Food Basket Choice Tool: Presentation and Evaluation," Department of Economics Working Papers 69/18, University of Bath, Department of Economics.
    233. Alan Beggs & A.W. Beggs, 2011. "Regularity and Stability in Monotone Bayesian Games," Economics Series Working Papers 587, University of Oxford, Department of Economics.
    234. Michal Bresky, 2008. "Pure Equilibrium Strategies in Multi-unit Auctions with Private Value Bidders," CERGE-EI Working Papers wp376, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    235. Rosa, Benjamin, 2016. "Subcontracting Requirements and the Cost of Government Procurement," MPRA Paper 77392, University Library of Munich, Germany.
    236. Daley, Brendan & Sadowski, Philipp, 2017. "Magical thinking: A representation result," Theoretical Economics, Econometric Society, vol. 12(2), May.
    237. Parreiras, Sérgio O. & Rubinchik, Anna, 2010. "Contests with three or more heterogeneous agents," Games and Economic Behavior, Elsevier, vol. 68(2), pages 703-715, March.
    238. Thomas Borek & Stefan Buehler & Armin Schmutzler, 2004. "Mergers under Asymmetric Information � Is there a Lemons Problem?," SOI - Working Papers 0408, Socioeconomic Institute - University of Zurich.
    239. Paulo Barelli & John Duggan, 2011. "Extremal Choice Equilibrium: Existence and Purification with Infinite-Dimensional Externalities," RCER Working Papers 567, University of Rochester - Center for Economic Research (RCER).
    240. David Lagziel & Yevgeny Tsodikovich, 2023. "Second Opinions and the Humility Threshold," Working Papers 2305, Ben-Gurion University of the Negev, Department of Economics.
    241. Oriol Carbonell-Nicolau, 2021. "Perfect equilibria in games of incomplete information," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 71(4), pages 1591-1648, June.
    242. Martin Bichler & Nils Kohring & Stefan Heidekrüger, 2023. "Learning Equilibria in Asymmetric Auction Games," INFORMS Journal on Computing, INFORMS, vol. 35(3), pages 523-542, May.
    243. Thomas Borek & Stefan Buehler & Armin Schmutzler, 2002. "Weddings with Uncertain Prospects � Mergers under Asymmetric Information," SOI - Working Papers 0213, Socioeconomic Institute - University of Zurich, revised Feb 2004.
    244. Erik Eyster & Matt Rabin, 2003. "Cursed Equilibrium," Method and Hist of Econ Thought 0303002, University Library of Munich, Germany.
    245. Tian, Guoqiang & Xiao, Mingjun, 2007. "Endogenous Information Acquisition on Opponents' Valuations in Multidimensional First Price Auctions," MPRA Paper 41214, University Library of Munich, Germany, revised Jan 2010.
    246. Liu, Nianqing & Vuong, Quang & Xu, Haiqing, 2017. "Rationalization and identification of binary games with correlated types," Journal of Econometrics, Elsevier, vol. 201(2), pages 249-268.
    247. Pycia, Marek & Woodward, Kyle, 2021. "Auctions of Homogeneous Goods: A Case for Pay-as-Bid," CEPR Discussion Papers 15656, C.E.P.R. Discussion Papers.
    248. Man Yu & Hyun-Soo Ahn & Roman Kapuscinski, 2015. "Rationing Capacity in Advance Selling to Signal Quality," Management Science, INFORMS, vol. 61(3), pages 560-577, March.
    249. Benoît Sévi & Fabrice Yafil, 2005. "A special case of self-protection: The choice of a lawyer," Economics Bulletin, AccessEcon, vol. 4(6), pages 1-8.
    250. Nikolai Kukushkin, 2013. "Monotone comparative statics: changes in preferences versus changes in the feasible set," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 52(3), pages 1039-1060, April.
    251. Feess, Eberhard & Muehlheusser, Gerd & Walzl, Markus, 2002. "When Bidding More is Not Enough: All-Pay Auctions with Handicaps," Bonn Econ Discussion Papers 14/2002, University of Bonn, Bonn Graduate School of Economics (BGSE).
    252. Asheim, Geir B. & Yoo, Seung Han, 2007. "Coordinating under incomplete information," Memorandum 22/2007, Oslo University, Department of Economics.
    253. Lee, Kyounghun & Oh, Frederick Dongchuhl, 2021. "Public information and global games with strategic complements and substitutes," Economics Letters, Elsevier, vol. 199(C).
    254. Rabia Nessah & Guoqiang Tian, 2008. "The Existence of Equilibria in Discontinuous and Nonconvex Games," Working Papers 2008-ECO-14, IESEG School of Management, revised Mar 2010.
    255. Idione Meneghel & Rabee Tourky, 2019. "On the Existence of Equilibrium in Bayesian Games Without Complementarities," Cowles Foundation Discussion Papers 2190, Cowles Foundation for Research in Economics, Yale University.
    256. Nina Bobkova, 2024. "Information Choice in Auctions," American Economic Review, American Economic Association, vol. 114(7), pages 1883-1915, July.
    257. Negin Golrezaei & Hamid Nazerzadeh, 2017. "Auctions with Dynamic Costly Information Acquisition," Operations Research, INFORMS, vol. 65(1), pages 130-144, February.
    258. Burkett, Justin, 2015. "Endogenous budget constraints in auctions," Journal of Economic Theory, Elsevier, vol. 158(PA), pages 1-20.
    259. Peter Postl, 2013. "Efficiency versus optimality in procurement," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 53(2), pages 425-472, June.
    260. Yang, Jie & Ma, Tieding & Ma, Kai & Yang, Bo & Guerrero, Josep M. & Liu, Zhixin, 2021. "Trading mechanism and pricing strategy of integrated energy systems based on credit rating and Bayesian game," Energy, Elsevier, vol. 232(C).
    261. Olivier Compte & Philippe Jehiel, 2005. "Auctions and Information acquisition: Sealed-bid or Dynamic Formats?," Levine's Bibliography 784828000000000495, UCLA Department of Economics.
    262. Levon Barseghyan & Francesca Molinari, 2023. "Risk Preference Types, Limited Consideration, and Welfare," Papers 2307.09411, arXiv.org.
    263. Beiyu Tang & Hongpeng Fu & Ying Cheng Wu, 2023. "On reservation prices in the all‐pay contest with correlated information," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(7), pages 3932-3943, October.
    264. Oriol Carbonell-Nicolau & Richard McLean, 2015. "On the Existence of Nash Equilibrium in Bayesian Games," Departmental Working Papers 201513, Rutgers University, Department of Economics.
    265. A. Alexander Elbittar, 2005. "Impact of Valuation Ranking Information on Bidding in First-Price," Microeconomics 0508008, University Library of Munich, Germany.
    266. Chi, Chang Koo, 2018. "An analysis of the two-bidder all-pay auction with common values," Discussion Paper Series in Economics 17/2018, Norwegian School of Economics, Department of Economics.
    267. Sağlam, Yiğit, 2012. "Structural Econometric Methods in Auctions: A Guide to the Literature," Working Paper Series 19224, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    268. Kotowski, Maciej H., 2018. "On asymmetric reserve prices," Theoretical Economics, Econometric Society, vol. 13(1), January.
    269. Kos, Nenad, 2012. "Communication and efficiency in auctions," Games and Economic Behavior, Elsevier, vol. 75(1), pages 233-249.
    270. Bodoh-Creed, Aaron L. & Hickman, Brent R., 2018. "College assignment as a large contest," Journal of Economic Theory, Elsevier, vol. 175(C), pages 88-126.
    271. Eiichiro Kazumori, 2008. "A Strategic Theory of Markets," CARF F-Series CARF-F-143, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    272. Demeze-Jouatsa, Ghislain-Herman & Pongou, Roland & Tondji, Jean-Baptiste, 2021. "A Free and Fair Economy: A Game of Justice and Inclusion," Center for Mathematical Economics Working Papers 653, Center for Mathematical Economics, Bielefeld University.
    273. Vitali Gretschko & Achim Wambach, 2012. "Auctions vs. Negotiations: The Case of Favoritism," CESifo Working Paper Series 4045, CESifo.
    274. Ennio Bilancini & Leonardo Boncinelli, 2016. "Strict Nash equilibria in non-atomic games with strict single crossing in players (or types) and actions," Economic Theory Bulletin, Springer;Society for the Advancement of Economic Theory (SAET), vol. 4(1), pages 95-109, April.
    275. Martín-Rodríguez, María, 2018. "A dynamic monopoly with risk-averse consumers," Information Economics and Policy, Elsevier, vol. 43(C), pages 61-70.
    276. Shadmehr, Mehdi & Bernhardt, Dan, 2011. "Collective Action with Uncertain Payoffs: Coordination, Public Signals, and Punishment Dilemmas," American Political Science Review, Cambridge University Press, vol. 105(4), pages 829-851, November.
    277. Cédric Wasser, 2013. "Incomplete information in rent-seeking contests," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 53(1), pages 239-268, May.
    278. Hallett, Andrew Hughes & Acocella, Nicola & Di Bartolomeo, Giovanni, 2010. "Policy games, policy neutrality and Tinbergen controllability under rational expectations," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 55-67, March.
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    280. Seungjin Han & Alex Sam & Youngki Shin, 2021. "Designing a Competitive Monotone Signaling Equilibrium," Department of Economics Working Papers 2021-08, McMaster University.
    281. Leonardo Gambacorta & Luigi Guiso & Paolo Mistrulli & Andrea Pozzi & Anton Tsoy, 2017. "The Cost of Distorted Financial Advice - Evidence from the Mortgage Market," EIEF Working Papers Series 1713, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2017.
    282. Xi Chen & Binghui Peng, 2023. "Complexity of Equilibria in First-Price Auctions under General Tie-Breaking Rules," Papers 2303.16388, arXiv.org.
    283. Olivier Compte & Andrew Postlewaite, 2010. "Simple Auctions, Second Version," PIER Working Paper Archive 13-017, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Apr 2013.
    284. Aryal, Gaurab & Grundl, Serafin & Kim, Dong-Hyuk & Zhu, Yu, 2018. "Empirical relevance of ambiguity in first-price auctions," Journal of Econometrics, Elsevier, vol. 204(2), pages 189-206.
    285. Etro, Federico, 2017. "Research in economics and game theory. A 70th anniversary," Research in Economics, Elsevier, vol. 71(1), pages 1-7.

  103. Athey, S, 1996. "Comparative Statics under Uncertainty : Single Crossing Properties and Log-Supermodularity," Working papers 96-22, Massachusetts Institute of Technology (MIT), Department of Economics.

    Cited by:

    1. Lones Smith, 2000. "Private Information and Trade Timing," American Economic Review, American Economic Association, vol. 90(4), pages 1012-1018, September.
    2. Federico Echenique, 2000. "Comparative Statics by Adaptive Dynamics and The Correspondence Principle," Econometric Society World Congress 2000 Contributed Papers 1906, Econometric Society.
    3. Susan Athey & Scott Stern, 1998. "An Empirical Framework for Testing Theories About Complimentarity in Organizational Design," NBER Working Papers 6600, National Bureau of Economic Research, Inc.
    4. Szkup, Michal, 2017. "Preventing Self-fulfilling debt crises," MPRA Paper 82754, University Library of Munich, Germany.
    5. Hennessy, David A., 1997. "The short- and long-run comparative statics of uncertainty," Economics Letters, Elsevier, vol. 55(3), pages 347-353, September.
    6. Troyan, Peter, 2017. "Collusion and signaling in auctions with interdependent values," Journal of Economic Theory, Elsevier, vol. 170(C), pages 319-345.
    7. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    8. Jorge Ibarra-Salazar, 2005. "The Newsboy Model: Changes in Risk and Price," The Geneva Papers on Risk and Insurance Theory, Springer;International Association for the Study of Insurance Economics (The Geneva Association), vol. 30(1), pages 99-109, June.
    9. Saak, Alexander E. & Hennessy, David A., 2001. "Location, Land Quality, And Rental Volatility," 2001 Annual meeting, August 5-8, Chicago, IL 20747, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    10. Michal Szkup, 2022. "Preventing Self-Fulfilling Debt Crises: A Global Games Approach," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 43, pages 22-55, January.
    11. Athey, Susan, 2002. "Monotone Comparative Statics Under Uncertainty," Scholarly Articles 3372263, Harvard University Department of Economics.
    12. Arthur Snow, 2000. "LeChatelier Effects for the Competitive Firm under Price Uncertainty," Southern Economic Journal, John Wiley & Sons, vol. 66(3), pages 715-728, January.
    13. Mathias Dewatripont & Patrick Legros & Steven A. Matthews, 2002. "Moral Hazard and Capital Structure Dynamics," Penn CARESS Working Papers dfdfbbfe0a5b0e04217a58a93, Penn Economics Department.
    14. McAdams, David, 2002. "Isotone Equilibrium in Games of Incomplete Information," Working papers 4248-02, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    15. Michal Szkup, 2015. "Preventing Self-Fulfilling Crises," 2015 Meeting Papers 1144, Society for Economic Dynamics.
    16. Jonathan Levin & Susan Athey, 2001. "The Value of Information in Monotone Decision Problems," Working Papers 01003, Stanford University, Department of Economics.
    17. Steven Matthews, 2002. "Moral Hazard and Capital Structure Dynamics (joint with Mathias Dewatripont and Patrick Legros) Note the special time," Theory workshop papers 357966000000000095, UCLA Department of Economics.
    18. Ghossoub, Mario, 2010. "Supplement to "Belief heterogeneity in the Arrow-Borch-Raviv insurance model"," MPRA Paper 37717, University Library of Munich, Germany, revised 22 Mar 2012.

  104. Athey, S., 1996. "Characterizing Properties of Stochastic Objective Functions," Working papers 96-1, Massachusetts Institute of Technology (MIT), Department of Economics.

    Cited by:

    1. Felipe Balmaceda, 2020. "Contracting with moral hazard, adverse selection and risk neutrality: when does one size fit all?," International Journal of Game Theory, Springer;Game Theory Society, vol. 49(2), pages 601-637, June.
    2. Schmutzler, Armin & Bühler, Stefan & Borek, Thomas, 2003. "Weddings with Uncertain Prospects - Mergers under Asymmetric Information," CEPR Discussion Papers 3839, C.E.P.R. Discussion Papers.
    3. Eugenio J. Miravete, 2001. "Screening Through Bundling," Penn CARESS Working Papers 3b8e0b3847b08b90e8570987c, Penn Economics Department.
    4. Susan Athey & Armin Schmutzler, 1999. "Innovation and the Emergence of Market Dominance," SOI - Working Papers 9906, Socioeconomic Institute - University of Zurich.
    5. Vives, Xavier & Van Zandt, Timothy, 2003. "Monotone Equilibria in Bayesian Games of Strategic Complementarities," CEPR Discussion Papers 4103, C.E.P.R. Discussion Papers.
    6. Hennessy, David A. & Lapan, Harvey E., 2006. "On the Nature of Certainty Equivalent Functionals," Staff General Research Papers Archive 12552, Iowa State University, Department of Economics.
    7. Alan Beggs, 2015. "Learning in Monotone Bayesian Games," Economics Series Working Papers 737, University of Oxford, Department of Economics.
    8. Eric Friedman, 1997. "Paths in Additive Cost Sharing," Departmental Working Papers 199706, Rutgers University, Department of Economics.
    9. Beggs, A.W., 2015. "Regularity and robustness in monotone Bayesian games," Journal of Mathematical Economics, Elsevier, vol. 60(C), pages 145-158.
    10. Alan Beggs & A.W. Beggs, 2011. "Regularity and Stability in Monotone Bayesian Games," Economics Series Working Papers 587, University of Oxford, Department of Economics.
    11. Volker Grossmann, 2003. "Contest for Attention in a Quality-Ladder Model of Endogenous Growth," CESifo Working Paper Series 1003, CESifo.
    12. Jonathan Levin & Susan Athey, 2001. "The Value of Information in Monotone Decision Problems," Working Papers 01003, Stanford University, Department of Economics.
    13. Aija Leiponen, 2005. "Core complementarities of the corporation: organization of an innovating firm," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 351-365.
    14. Ghossoub, Mario, 2010. "Supplement to "Belief heterogeneity in the Arrow-Borch-Raviv insurance model"," MPRA Paper 37717, University Library of Munich, Germany, revised 22 Mar 2012.

Articles

  1. Keyon Vafa & Susan Athey & David M. Blei, 2025. "Estimating wage disparities using foundation models," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 122(22), pages 2427298122-, June.
    See citations under working paper version above.
  2. Athey, Susan & Keleher, Niall & Spiess, Jann, 2025. "Machine learning who to nudge: Causal vs predictive targeting in a field experiment on student financial aid renewal," Journal of Econometrics, Elsevier, vol. 249(PC).
    See citations under working paper version above.
  3. Susan Athey, 2025. "Presidential Address: The Economist as Designer in the Innovation Process for Socially Impactful Digital Products," American Economic Review, American Economic Association, vol. 115(4), pages 1059-1099, April.

    Cited by:

    1. Yongheng Hu, 2025. "Heterogeneous Agents in the Data Economy," Papers 2509.09656, arXiv.org.
    2. Yongheng Hu, 2025. "Analysis Theory of Data Economy: Dataization, Technological Progress and Dynamic General Equilibrium," Papers 2507.13274, arXiv.org, revised Jul 2025.
    3. Herbert Dawid & Philipp Harting & Hankui Wang & Zhongli Wang & Jiachen Yi, 2025. "Agentic Workflows for Economic Research: Design and Implementation," Papers 2504.09736, arXiv.org.

  4. Athey, Susan & Imbens, Guido W. & Metzger, Jonas & Munro, Evan, 2024. "Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations," Journal of Econometrics, Elsevier, vol. 240(2).
    See citations under working paper version above.
  5. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2024. "Optimal Experimental Design for Staggered Rollouts," Management Science, INFORMS, vol. 70(8), pages 5317-5336, August.
    See citations under working paper version above.
  6. Ruohan Zhan & Zhimei Ren & Susan Athey & Zhengyuan Zhou, 2024. "Policy Learning with Adaptively Collected Data," Management Science, INFORMS, vol. 70(8), pages 5270-5297, August.
    See citations under working paper version above.
  7. Damian Clarke & Daniel Pailañir & Susan Athey & Guido Imbens, 2024. "On synthetic difference-in-differences and related estimation methods in Stata," Stata Journal, StataCorp LLC, vol. 24(4), pages 557-598, December.

    Cited by:

    1. Bingcheng Zhu & Hongyun Huang & Ying Liu & Ning Zhang, 2025. "Twin Goals, One Policy: Cost-Effective Collaborative Abatement via New Energy Cities," Working papers 2025rwp-260, Yonsei University, Yonsei Economics Research Institute.
    2. Penikas, Henry, 2025. "Limited efficiency of G-SIB capital regulation in curbing brown lending," International Review of Financial Analysis, Elsevier, vol. 105(C).
    3. Mandal, Bidisha, 2025. "Prenatal WIC Participation among Immigrant Mothers: The Impact of Public Charge Rule Changes," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360890, Agricultural and Applied Economics Association.
    4. Guanhao Zhou & Yuefeng Han & Xiufan Yu, 2025. "Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models," Papers 2505.20536, arXiv.org.
    5. Sands, Daniel B. & Sohn, Eunhee & Seamans, Robert, 2025. "Concept and creativity: Proof-of-concept demonstration and aviation innovation in the United States, 1894–1913," Research Policy, Elsevier, vol. 54(5).
    6. Kim, Beomyun, 2025. "Taxing the Sweet Tooth: The Differential Impact of Large Sales Tax Changes," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360882, Agricultural and Applied Economics Association.
    7. Ko, Dong Gyun, 2025. "Did the American Rescue Plan cause inflation? A synthetic control approach," Economic Modelling, Elsevier, vol. 143(C).

  8. Zhengyuan Zhou & Susan Athey & Stefan Wager, 2023. "Offline Multi-Action Policy Learning: Generalization and Optimization," Operations Research, INFORMS, vol. 71(1), pages 148-183, January.
    See citations under working paper version above.
  9. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2023. "Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(5), pages 2208110120-, January.
    See citations under working paper version above.
  10. Susan Athey & Mark Chicu & Malika Krishna & Ioana Marinescu, 2023. "The Year in Review: Economics at the Antitrust Division, 2022–2023," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 63(4), pages 525-544, December.

    Cited by:

    1. Javier D. Donna & Pedro Pereira, 2024. "Structural Presumptions for Non-horizontal Mergers in the 2023 Merger Guidelines: A Primer and a Path Forward," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 65(1), pages 303-345, August.
    2. Susan Athey & Alex Gross & Ioana Marinescu & Jennifer Shanefelter, 2024. "The Year in Review: Economics at the Antitrust Division 2023–2024," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 65(4), pages 809-829, December.

  11. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    See citations under working paper version above.
  12. Susan Athey & Juan Camilo Castillo & Esha Chaudhuri & Michael Kremer & Alexandre Simoes Gomes & Christopher M Snyder, 2022. "Expanding capacity for vaccines against Covid-19 and future pandemics: a review of economic issues," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 742-770.
    See citations under working paper version above.
  13. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    See citations under working paper version above.
  14. Jiaming Zeng & Michael F. Gensheimer & Daniel L. Rubin & Susan Athey & Ross D. Shachter, 2022. "Uncovering interpretable potential confounders in electronic medical records," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    See citations under working paper version above.
  15. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    See citations under working paper version above.
  16. Susan Athey & Stefan Wager, 2021. "Policy Learning With Observational Data," Econometrica, Econometric Society, vol. 89(1), pages 133-161, January.
    See citations under working paper version above.
  17. Susan Athey & Billy Ferguson & Matthew Gentzkow & Tobias Schmidt, 2021. "Estimating experienced racial segregation in US cities using large-scale GPS data," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(46), pages 2026160118-, November.
    See citations under working paper version above.
  18. Jake M. Hofman & Duncan J. Watts & Susan Athey & Filiz Garip & Thomas L. Griffiths & Jon Kleinberg & Helen Margetts & Sendhil Mullainathan & Matthew J. Salganik & Simine Vazire & Alessandro Vespignani, 2021. "Integrating explanation and prediction in computational social science," Nature, Nature, vol. 595(7866), pages 181-188, July.

    Cited by:

    1. Oriol J. Bosch & Melanie Revilla, 2022. "When survey science met web tracking: Presenting an error framework for metered data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 408-436, December.
    2. Renáta Németh, 2023. "A scoping review on the use of natural language processing in research on political polarization: trends and research prospects," Journal of Computational Social Science, Springer, vol. 6(1), pages 289-313, April.
    3. Hua Li & Qifang Wang & Ye Wu, 2025. "From Mobile Media to Generative AI: The Evolutionary Logic of Computational Social Science Across Data, Methods, and Theory," Mathematics, MDPI, vol. 13(19), pages 1-17, September.
    4. Filippo Simini & Gianni Barlacchi & Massimilano Luca & Luca Pappalardo, 2021. "A Deep Gravity model for mobility flows generation," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    5. Gary Charness & Brian Jabarian & John List, 2023. "Generation Next: Experimentation with AI," Artefactual Field Experiments 00777, The Field Experiments Website.
    6. Malgorzata J. Krawczyk & Mateusz Libirt & Krzysztof Malarz, 2024. "Analysis of scientific cooperation at the international and intercontinental level," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(8), pages 4983-5002, August.
    7. Evangelos Katsamakas, 2024. "Business models for the simulation hypothesis," Papers 2404.08991, arXiv.org.
    8. Yanhua Chen & Zhi-Ri Tang, 2025. "Assessing Urban Safety Perception Through Street View Imagery and Transfer Learning: A Case Study of Wuhan, China," Sustainability, MDPI, vol. 17(17), pages 1-18, August.
    9. Tavishi Priyam & Tao Ruan & Qin Lv, 2023. "Demographic-Based Public Perception Analysis of Electric Vehicles on Online Social Networks," Sustainability, MDPI, vol. 16(1), pages 1-16, December.
    10. Yan, Jason & Hall, Seventy F. & Sage, Melanie & Du, Yuhao & Joseph, Kenneth, 2024. "A computational social science approach to understanding predictors of Chafee service receipt," Children and Youth Services Review, Elsevier, vol. 158(C).
    11. Benjamin W. Domingue & Klint Kanopka & Radhika Kapoor & Steffi Pohl & R. Philip Chalmers & Charles Rahal & Mijke Rhemtulla, 2024. "The InterModel Vigorish as a Lens for Understanding (and Quantifying) the Value of Item Response Models for Dichotomously Coded Items," Psychometrika, Springer;The Psychometric Society, vol. 89(3), pages 1034-1054, September.
    12. Ahmed Abbasi & Jeffrey Parsons & Gautam Pant & Olivia R. Liu Sheng & Suprateek Sarker, 2024. "Pathways for Design Research on Artificial Intelligence," Information Systems Research, INFORMS, vol. 35(2), pages 441-459, June.
    13. Xinhua Chai & Qiang Wu, 2025. "What kind of research network configurations lead to high academic productivity for young management scholars?—A fuzzy-set qualitative comparative analysis (fsQCA)," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(5), pages 2705-2748, May.
    14. Ari Hyytinen & Petri Rouvinen & Mika Pajarinen & Joosua Virtanen, 2023. "Ex Ante Predictability of Rapid Growth: A Design Science Approach," Entrepreneurship Theory and Practice, , vol. 47(6), pages 2465-2493, November.
    15. Staša Milojević, 2025. "Science of science," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(6), pages 3195-3211, June.
    16. Islam, Towhidul & Meade, Nigel & Carson, Richard T. & Louviere, Jordan J. & Wang, Juan, 2022. "The usefulness of socio-demographic variables in predicting purchase decisions: Evidence from machine learning procedures," Journal of Business Research, Elsevier, vol. 151(C), pages 324-338.
    17. Cui, Qinyu & Zhang, Yan & Ma, Haoran & Zhang, Kaihan & Peng, Jinhan & Chen, Zemu & Lin, Peiqun & Lin, Zhenhong, 2025. "How about electric vehicle? Sensing owners’ experiences and attitudes through online short video," Transport Policy, Elsevier, vol. 167(C), pages 1-15.
    18. Elizabeth Dolan & James Goulding & Harry Marshall & Gavin Smith & Gavin Long & Laila J. Tata, 2023. "Assessing the value of integrating national longitudinal shopping data into respiratory disease forecasting models," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    19. Beecham, Roger & Clark, Stephen, 2026. "Simulating area-level population outcomes: Should we use Multilevel Regression and Poststratification over Spatial Microsimulation?," SocArXiv erhak_v1, Center for Open Science.
    20. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    21. Nelson P. Rayl & Nitish R. Sinha, 2022. "Integrating Prediction and Attribution to Classify News," Finance and Economics Discussion Series 2022-042, Board of Governors of the Federal Reserve System (U.S.).
    22. Dehu Yin & Xi Zhang & Hongke Zhao & Li Tang, 2024. "Predicting scholar potential: a deep learning model on social capital features," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(12), pages 7851-7879, December.
    23. Galit Shmueli & David Martens & Jaewon Yoo & Travis Greene, 2025. "From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI," Papers 2505.13324, arXiv.org.
    24. Gudergan, Siegfried P. & Moisescu, Ovidiu I. & Radomir, Lăcrămioara & Ringle, Christian M. & Sarstedt, Marko, 2025. "Special issue editorial: Advanced partial least squares structural equation modeling (PLS-SEM) applications in business research," Journal of Business Research, Elsevier, vol. 188(C).
    25. Dario Sansone & Anna Zhu, 2023. "Using Machine Learning to Create an Early Warning System for Welfare Recipients," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(5), pages 959-992, October.
    26. Krawczyk, Malgorzata J. & Libirt, Mateusz & Malarz, Krzysztof, 2025. "Rank-based distributions in scientific papers affiliations: Different forms of Zipf's law with and without higher order inverse participation ratios," Journal of Informetrics, Elsevier, vol. 19(3).
    27. Konrad Turek, 2025. "Accelerating social science knowledge production with the coordinated open-source model," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(2), pages 767-795, April.
    28. Simon Willcock & Javier Martinez-Lopez & Norman Dandy & James M. Bullock, 2021. "High Spatial-Temporal Resolution Data across Large Scales Are Needed to Transform Our Understanding of Ecosystem Services," Land, MDPI, vol. 10(7), pages 1-6, July.
    29. Lu Liu & Benjamin F. Jones & Brian Uzzi & Dashun Wang, 2023. "Data, measurement and empirical methods in the science of science," Nature Human Behaviour, Nature, vol. 7(7), pages 1046-1058, July.
    30. Miguel G. Folgado & Veronica Sanz, 2022. "Exploring the political pulse of a country using data science tools," Journal of Computational Social Science, Springer, vol. 5(1), pages 987-1000, May.
    31. Xiaoxing Qi & Jialong Xie & Hangyu Huang & Jianchun Li & Wenhua Yuan, 2024. "Reconciling grain production and environmental costs during rural livelihood transitions: a simulation-based approach in southern China," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(3), pages 781-799, June.
    32. Isabelle Bonhoure & Anna Cigarini & Julián Vicens & Bàrbara Mitats & Josep Perelló, 2023. "Reformulating computational social science with citizen social science: the case of a community-based mental health care research," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    33. Rory Gibb & Felipe J. Colón-González & Phan Trong Lan & Phan Thi Huong & Vu Sinh Nam & Vu Trong Duoc & Do Thai Hung & Nguyễn Thanh Dong & Vien Chinh Chien & Ly Thi Thuy Trang & Do Kien Quoc & Tran Min, 2023. "Interactions between climate change, urban infrastructure and mobility are driving dengue emergence in Vietnam," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    34. Salomi Samsudeen & Mohammed Hasan Ali & C. Chandru Vignesh & M. M. Kamruzzaman & Chander Prakash & Tamizharasi Thirugnanam & J. Alfred Daniel, 2023. "Context-specific discussion of Airbnb usage knowledge graphs for improving private social systems," Journal of Combinatorial Optimization, Springer, vol. 45(2), pages 1-30, March.
    35. Grossmann, Igor & Rotella, Amanda A. & Hutcherson, Cendri & Sharpinskyi, Konstantyn & Varnum, Michael E. W. & Achter, Sebastian K. & Dhami, Mandeep & Guo, Xinqi Evie & Kara-Yakoubian, Mane R. & Mandel, 2023. "Insights into the accuracy of social scientists' forecasts of societal change," Other publications TiSEM c14f4a4a-b105-46b3-90f7-f, Tilburg University, School of Economics and Management.

  19. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021. "Matrix Completion Methods for Causal Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
    See citations under working paper version above.
  20. Egger, Dennis & Miguel, Edward & Warren, Shana S. & Shenoy, Ashish & Collins, Elliott & Karlan, Dean & Parkerson, Doug & Mobarak, A. Mushfiq & Fink, Günther & Udry, Christopher & Walker, Michael & Hau, 2021. "Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(6), pages 1-1.
    See citations under working paper version above.
  21. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    See citations under working paper version above.
  22. Amrita Ahuja & Susan Athey & Arthur Baker & Eric Budish & Juan Camilo Castillo & Rachel Glennerster & Scott Duke Kominers & Michael Kremer & Jean Lee & Canice Prendergast & Christopher M. Snyder & Ale, 2021. "Preparing for a Pandemic: Accelerating Vaccine Availability," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 331-335, May.
    See citations under working paper version above.
  23. Abraham, Ittai & Athey, Susan & Babaioff, Moshe & Grubb, Michael D., 2020. "Peaches, lemons, and cookies: Designing auction markets with dispersed information," Games and Economic Behavior, Elsevier, vol. 124(C), pages 454-477.

    Cited by:

    1. Flavio Pino, 2022. "The microeconomics of data – a survey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 635-665, September.
    2. Veronica Marotta & Yue Wu & Kaifu Zhang & Alessandro Acquisti, 2022. "The Welfare Impact of Targeted Advertising Technologies," Information Systems Research, INFORMS, vol. 33(1), pages 131-151, March.
    3. McClellan, Andrew, 2023. "Knowing your opponents: Information disclosure and auction design," Games and Economic Behavior, Elsevier, vol. 140(C), pages 173-180.
    4. Dominic Coey & Bradley J. Larsen & Kane Sweeney & Caio Waisman, 2021. "Scalable Optimal Online Auctions," Marketing Science, INFORMS, vol. 40(4), pages 593-618, July.

  24. Susan C. Athey & Kevin A. Bryan & Joshua S. Gans, 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 80-84, May.
    See citations under working paper version above.
  25. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.

    Cited by:

    1. Gabriella Conti & Stavros Poupakis & Peter Ekamper & Govert Bijwaard & L. H. Lumey, 2021. "Severe Prenatal Shocks and Adolescent Health: Evidence from the Dutch Hunger Winter," Working Papers 2021-056, Human Capital and Economic Opportunity Working Group.
    2. Rafaty, R. & Dolphin, G. & Pretis, F., 2020. "Carbon pricing and the elasticity of CO2 emissions," Cambridge Working Papers in Economics 20116, Faculty of Economics, University of Cambridge.
    3. Young, Alwyn, 2024. "Asymptotically robust permutation-based randomization confidence intervals for parametric OLS regression," European Economic Review, Elsevier, vol. 163(C).
    4. Tatsuru Kikuchi, 2025. "Dynamic Spatial Treatment Effects and Network Fragility: Theory and Evidence from the 2008 Financial Crisis," Papers 2511.08602, arXiv.org.
    5. Lindo, Jason M. & Swensen, Isaac D. & Waddell, Glen R., 2022. "Effects of violent media content: Evidence from the rise of the UFC," Journal of Health Economics, Elsevier, vol. 83(C).
    6. Wu, Christopher, 2022. "Should We Trust Regression to Measure Social Disparities?," SocArXiv 4znu5, Center for Open Science.
    7. Bergman, Peter & Kopko, Elizabeth & Rodriguez, Julio, 2021. "Using Predictive Analytics to Track Students: Evidence from a Seven-College Experiment," IZA Discussion Papers 14500, Institute of Labor Economics (IZA).
    8. Alberini, Anna & Bezhanishvili, Levan & Ščasný, Milan, 2022. "“Wild” tariff schemes: Evidence from the Republic of Georgia," Energy Economics, Elsevier, vol. 110(C).
    9. Yue Fang & Geert Ridder, 2025. "The Exact Variance of the Average Treatment Effect Estimator in Cluster Randomized Controlled Trials," Papers 2511.05801, arXiv.org, revised Dec 2025.
    10. Johannes W. Ligtenberg & Tiemen Woutersen, 2024. "Multidimensional clustering in judge designs," Papers 2406.09473, arXiv.org.
    11. Ethan Kaplan & Jörg L. Spenkuch & Cody Tuttle, 2025. "A Different World: Enduring Effects of School Desegregation on Ideology and Attitudes," CESifo Working Paper Series 11625, CESifo.
    12. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2023. "Trade matters except to war neighbors: The international stock market reaction to 2022 Russia’s invasion of Ukraine," Research in International Business and Finance, Elsevier, vol. 65(C).
    13. Galvez, Julio & Gambacorta, Leonardo & Mayordomo, Sergio & Serena, Jose Maria, 2021. "Dollar borrowing, firm credit risk, and FX-hedged funding opportunities," Journal of Corporate Finance, Elsevier, vol. 68(C).
    14. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    15. Johannes Wimmer & Leonhard Vollmer, 2023. "Can Grassroots Organizations Reduce Support for Right-Wing Populism via Social Media?," Rationality and Competition Discussion Paper Series 390, CRC TRR 190 Rationality and Competition.
    16. Tankwa, Brendon & Barbrook-Johnson, Pete, 2025. "Who rides the renewable cost curve? Country evidence on prices, learning, and policy," INET Oxford Working Papers 2025-17, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    17. Magne Mogstad & Joseph P. Romano & Azeem M. Shaikh & Daniel Wilhelm, 2023. "Inference for ranks with applications to mobility across neighborhoods and academic achievement across countries," CeMMAP working papers 03/23, Institute for Fiscal Studies.
    18. Bellocca, Gian Pietro Enzo & Poncela, Pilar & Ruiz Ortega, Esther, 2024. "Extreme temperatures and the profitability of large European firms," DES - Working Papers. Statistics and Econometrics. WS 44217, Universidad Carlos III de Madrid. Departamento de Estadística.
    19. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim & Sebastian O. Schneider, 2020. "Financial literacy, risk and time preferences – Results from a randomized educational intervention," Discussion Paper Series of the Max Planck Institute for Behavioral Economics 2023_03, Max Planck Institute for Behavioral Economics.
    20. Andrew Baker & Brantly Callaway & Scott Cunningham & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2025. "Difference-in-Differences Designs: A Practitioner's Guide," Papers 2503.13323, arXiv.org, revised Jun 2025.
    21. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim & Sebastian O. Schneider, 2023. "Financial Literacy, Experimental Preference Measures and Field Behavior – A Randomized Educational Intervention," ECONtribute Discussion Papers Series 229, University of Bonn and University of Cologne, Germany.
    22. Ruonan Xu & Jeffrey M. Wooldridge, 2022. "A Design-Based Approach to Spatial Correlation," Papers 2211.14354, arXiv.org.
    23. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
    24. Aurélia Buchs & Nils Soguel, 2022. "Fiscal performance and the re-election of finance ministers–evidence from the Swiss cantons," Public Choice, Springer, vol. 191(1), pages 31-49, April.
    25. Thiago Christiano Silva & Sergio Rubens Stancato de Souza & Solange Maria Guerra, 2021. "COVID-19 and Local Market Power in Credit Markets," Working Papers Series 558, Central Bank of Brazil, Research Department.
    26. Justin Contat & William M. Doerner & Robert N. Renner & Malcolm J. Rogers, 2024. "Measuring Price Effects from Disasters using Public Data: A Case Study of Hurricane Ian," FHFA Staff Working Papers 24-04, Federal Housing Finance Agency.
    27. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    28. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2022. "The role of non-critical business and telework propensity in international stock markets during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    29. Young, Alwyn, 2024. "Asymptotically robust permutation-based randomization confidence intervals for parametric OLS regression," LSE Research Online Documents on Economics 120933, London School of Economics and Political Science, LSE Library.
    30. Isabel Martinez, 2021. "Beggar-Thy-Neighbour Tax Cuts: Mobility After a Local Income and Wealth Tax Reform in Switzerland," KOF Working papers 21-490, KOF Swiss Economic Institute, ETH Zurich.
    31. Mari, Gabriele & Keizer, Renske & van Gaalen, Ruben, 2022. "The Timing of Parental Unemployment, Insurance, and Children's Education," SocArXiv 7rm6g, Center for Open Science.
    32. Al-Majali Mohannad & Aldalaien Baaeth & AL-Khazaleh Suhaib & Al-Smadi Raed, 2025. "Exploring the Nexus of Fintech Development, Systematic Risk, and Market Discipline on Financial Stability: Evidence from Jordan," Economics, Sciendo, vol. 13(2), pages 351-365.
    33. Jose Valderrama & Javier Olivera, 2023. "The effects of social pensions on mortality among the extreme poor elderly," LISER Working Paper Series 2023-05, Luxembourg Institute of Socio-Economic Research (LISER).
    34. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    35. Praveen Ranjan Srivastava & Prajwal Eachempati & Ajay Kumar & Ashish Kumar Jha & Lalitha Dhamotharan, 2023. "Best strategy to win a match: an analytical approach using hybrid machine learning-clustering-association rule framework," Annals of Operations Research, Springer, vol. 325(1), pages 319-361, June.
    36. Emily Breza & Arun G. Chandrasekhar & Davide Viviano, 2025. "Generalizability with ignorance in mind: learning what we do (not) know for archetypes discovery," Papers 2501.13355, arXiv.org, revised Jul 2025.
    37. Jorgen M. Harris & Rhiannon Jerch, 2025. "The long‐run effects of temporary protection from deportation," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 44(1), pages 151-182, January.
    38. Gharehgozli, Orkideh, 2021. "An empirical comparison between a regression framework and the Synthetic Control Method," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 70-81.
    39. William W. Wang & Ali Jadbabaie, 2025. "Weak Identification in Peer Effects Estimation," Papers 2508.04897, arXiv.org.
    40. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Jan 2026.
    41. Shinde, Nilesh N. & Do Valle, Stella Z. Schons & Maia, Alexandre Gori & Amacher, Gregory S., 2022. "Can an environmental policy contribute to the reduction of land conflict? Evidence from the Rural Environmental Registry (CAR) in the Brazilian Amazon," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322584, Agricultural and Applied Economics Association.
    42. Ding, Peng, 2021. "The Frisch–Waugh–Lovell theorem for standard errors," Statistics & Probability Letters, Elsevier, vol. 168(C).
    43. Derksen, Laura & Kerwin, Jason & Reynoso, Natalia Ordaz & Sterck, Olivier, 2024. "Healthcare Appointments as Commitment Devices," IZA Discussion Papers 17070, Institute of Labor Economics (IZA).
    44. Zhang, Ling & Berk Saydaliev, Hayot & Ma, Xiaoyu, 2022. "Does green finance investment and technological innovation improve renewable energy efficiency and sustainable development goals," Renewable Energy, Elsevier, vol. 193(C), pages 991-1000.
    45. Pfeifer, Gregor & Stockburger, Mirjam, 2023. "The morning after: Prescription-free access to emergency contraceptive pills," Journal of Health Economics, Elsevier, vol. 91(C).
    46. Noelia Bernal & Javier Olivera & Marc Suhrcke, 2024. "The effects of social pensions on nutrition‐related health outcomes of the poor: Quasi‐experimental evidence from Peru," Health Economics, John Wiley & Sons, Ltd., vol. 33(5), pages 971-991, May.
    47. Fabio Santeramo & Dela-Dem Fiankor, 2023. "Revisiting the impact of per-unit duties on agricultural export prices," RSCAS Working Papers 2023/29, European University Institute.
    48. Clarke, Damian & Torres, Nicolás Paris & Villena-Roldan, Benjamin, 2023. "(Frisch-Waugh-Lovell)' On the Estimation of Regression Models by Row," IZA Discussion Papers 16630, Institute of Labor Economics (IZA).
    49. James J Heckman & Ganesh Karapakula, 2021. "Using a satisficing model of experimenter decision-making to guide finite-sample inference for compromised experiments," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 1-39.
    50. Aaron Adalja & Erik Lichtenberg & Elina T. Page, 2023. "Collective investment in a common pool resource: Grower associations and food safety guidelines," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 144-173, January.
    51. Junho Choi, 2025. "On the role of the design phase in a linear regression," Papers 2509.01861, arXiv.org.
    52. Tymon Sloczynski & Tymon Słoczyński, 2020. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," CESifo Working Paper Series 8331, CESifo.
    53. Derksen, Laura & Kerwin, Jason Theodore & Reynoso, Natalia Ordaz & Sterck, Olivier, 2021. "Appointments: A More Effective Commitment Device for Health Behaviors," SocArXiv y8gh7, Center for Open Science.
    54. Mohamed Abouaziza, . "Farmer constraints and relational contracts: evidence from agricultural value chains in East Africa," Economics PhD Theses, Department of Economics, University of Sussex Business School, number 0122, December.
    55. Özler, Berk & Çelik, Çiğdem & Cunningham, Scott & Cuevas, P. Facundo & Parisotto, Luca, 2021. "Children on the move: Progressive redistribution of humanitarian cash transfers among refugees," Journal of Development Economics, Elsevier, vol. 153(C).
    56. André, Pierre & Maarek, Paul & Tapo, Fatoumata, 2025. "Can donors prevent aid misallocations? Evidence from Chinese and World Bank aid," World Development, Elsevier, vol. 186(C).
    57. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    58. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2023. "COVID-19 and bank branch lending: The moderating effect of digitalization," Journal of Banking & Finance, Elsevier, vol. 152(C).
    59. Cl'ement de Chaisemartin & Antoine Deeb, 2024. "Estimating treatment-effect heterogeneity across sites, in multi-site randomized experiments with few units per site," Papers 2405.17254, arXiv.org, revised Dec 2024.
    60. Chernozhukov, Victor & Fernández-Val, Iván & Weidner, Martin, 2024. "Network and panel quantile effects via distribution regression," Journal of Econometrics, Elsevier, vol. 240(2).
    61. Kondylis,Florence & Loeser,John Ashton, 2021. "Intervention Size and Persistence," Policy Research Working Paper Series 9769, The World Bank.
    62. Jeffrey D. Michler & Anna Josephson, 2021. "Recent Developments in Inference: Practicalities for Applied Economics," Papers 2107.09736, arXiv.org.
    63. Peng Ding, 2020. "The Frisch--Waugh--Lovell Theorem for Standard Errors," Papers 2009.06621, arXiv.org.
    64. Tadao Hoshino & Takahide Yanagi, 2021. "Causal Inference with Noncompliance and Unknown Interference," Papers 2108.07455, arXiv.org, revised Oct 2023.
    65. Startz, Richard & Steigerwald, Douglas G., 2024. "The variance of regression coefficients when the population is finite," Journal of Econometrics, Elsevier, vol. 240(1).
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    237. Hannes Wallimann & Silvio Sticher, 2023. "On suspicious tracks: machine-learning based approaches to detect cartels in railway-infrastructure procurement," Papers 2304.11888, arXiv.org.
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    239. James Chapman & Ajit Desai, 2022. "Macroeconomic Predictions Using Payments Data and Machine Learning," Staff Working Papers 22-10, Bank of Canada.
    240. Netta Barak‐Corren & Yoav Kan‐Tor & Nelson Tebbe, 2022. "Examining the effects of antidiscrimination laws on children in the foster care and adoption systems," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 19(4), pages 1003-1066, December.
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    244. Rodríguez-Vargas, Adolfo, 2020. "Forecasting Costa Rican inflation with machine learning methods," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 1(1).
    245. Jesus Fernandez-Villaverde, 2020. "Simple Rules for a Complex World with Arti?cial Intelligence," PIER Working Paper Archive 20-010, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    246. Dillon, Andrew & Karlan, Dean & Udry, Christopher & Zinman, Jonathan, 2020. "Good identification, meet good data," World Development, Elsevier, vol. 127(C).
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    248. Anna Baiardi & Andrea A. Naghi, 2021. "The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies," Papers 2101.00878, arXiv.org.
    249. Chaymae Sahraoui & Tarek Zari, 2025. "Targeting Social Assistance Beneficiaries Using Machine Learning: A Poverty Probability-Based Approach Ciblage des bénéficiaires de l'aide sociale par l'apprentissage automatique: Une approche fondée ," Post-Print hal-05243879, HAL.
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    251. Mehmet Güney Celbiş, 2021. "A machine learning approach to rural entrepreneurship," Papers in Regional Science, Wiley Blackwell, vol. 100(4), pages 1079-1104, August.
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    254. Nir Chemaya & Daniel Martin, 2023. "Perceptions and Detection of AI Use in Manuscript Preparation for Academic Journals," Papers 2311.14720, arXiv.org, revised Jan 2024.
    255. Hannes Wallimann & Noah Balthasar, 2025. "Predicting Children's Travel Modes for School Journeys in Switzerland: A Machine Learning Approach Using National Census Data," Papers 2504.09947, arXiv.org.
    256. Domonkos F. Vamossy & Rolf Skog, 2021. "EmTract: Extracting Emotions from Social Media," Papers 2112.03868, arXiv.org, revised Jun 2023.
    257. Elena Ivona DUMITRESCU & Sullivan HUE & Christophe HURLIN & Sessi TOKPAVI, 2020. "Machine Learning or Econometrics for Credit Scoring: Let’s Get the Best of Both Worlds," LEO Working Papers / DR LEO 2839, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
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    303. Hannes Mueller, 2021. "The Hard Problem of Prediction for Conflict Prevention," Working Papers 1244, Barcelona School of Economics.
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    317. Fabio Farella, 2025. "Equality of Opportunity and Efficiency in Tertiary Education: a Data-Driven Perspective," SERIES 02-2025, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised May 2025.
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    324. Hans Genberg & Özer Karagedikli, 2021. "Machine Learning and Central Banks: Ready for Prime Time?," Working Papers wp43, South East Asian Central Banks (SEACEN) Research and Training Centre.
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  28. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 65-70, May.
    See citations under working paper version above.
  29. Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact p-Values for Network Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
    See citations under working paper version above.
  30. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    See citations under working paper version above.
  31. Susan Athey & David Blei & Robert Donnelly & Francisco Ruiz & Tobias Schmidt, 2018. "Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 64-67, May.
    See citations under working paper version above.
  32. Athey, Susan & Levin, Jonathan, 2018. "The value of information in monotone decision problems," Research in Economics, Elsevier, vol. 72(1), pages 101-116.
    See citations under working paper version above.
  33. Susan Athey & Guido W. Imbens & Stefan Wager, 2018. "Approximate residual balancing: debiased inference of average treatment effects in high dimensions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
    See citations under working paper version above.
  34. Susan Athey & Andrzej Skrzypacz, 2017. "Yuliy Sannikov: Winner of the 2016 Clark Medal," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 237-256, Spring.

    Cited by:

    1. Ch.-M. CHEVALIER, 2018. "Financial constraints of innovative firms and sectoral growth," Documents de Travail de l'Insee - INSEE Working Papers g2018-05, Institut National de la Statistique et des Etudes Economiques.

  35. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    See citations under working paper version above.
  36. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
    See citations under working paper version above.
  37. Susan Athey & Guido Imbens, 2015. "A Measure of Robustness to Misspecification," American Economic Review, American Economic Association, vol. 105(5), pages 476-480, May.

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    1. Peter G. Backus & Nicky L. Grant, 2019. "How sensitive is the average taxpayer to changes in the tax-price of giving?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(2), pages 317-356, April.
    2. Peter Backus & Maria Cubel & Matej Guid & Santiago Sánchez‐Pagés & Enrique López Mañas, 2023. "Gender, competition, and performance: Evidence from chess players," Quantitative Economics, Econometric Society, vol. 14(1), pages 349-380, January.
    3. Lin Li & Kecheng Wei & Jiliang Han & Yuchun Zhu, 2025. "Digital empowerment and the development resilience in rural households: causal inference based on double machine learning," Empirical Economics, Springer, vol. 69(3), pages 1187-1227, September.
    4. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    5. Byunghoon Kang, 2017. "Inference in Nonparametric Series Estimation with Data-Dependent Undersmoothing," Working Papers 170712442, Lancaster University Management School, Economics Department.
    6. Peter Backus & Maria Cubel & Matej Guid & Santiago Sanchez-Pages & Enrique Lopez Manas, 2016. "Gender, Competition and Performance: Evidence from Real Tournaments," Economics Discussion Paper Series 1605, Economics, The University of Manchester.
    7. Akash Malhotra, 2018. "A hybrid econometric-machine learning approach for relative importance analysis: Prioritizing food policy," Papers 1806.04517, arXiv.org, revised Aug 2020.
    8. Guido W. Imbens & Yiqing Xu, 2025. "Comparing Experimental and Nonexperimental Methods: What Lessons Have We Learned Four Decades after LaLonde (1986)?," Journal of Economic Perspectives, American Economic Association, vol. 39(4), pages 173-202, Fall.
    9. Dreber, Anna & Johannesson, Magnus, 2023. "A framework for evaluating reproducibility and replicability in economics," Ruhr Economic Papers 1055, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    10. Thorsten Sellhorn, 2020. "Machine Learning und empirische Rechnungslegungsforschung: Einige Erkenntnisse und offene Fragen [Machine Learning and Empirical Accounting Research: Some Findings and Open Questions]," Schmalenbach Journal of Business Research, Springer, vol. 72(1), pages 49-69, March.
    11. Jason M. Rathje & Riitta Katila, 2021. "Enabling Technologies and the Role of Private Firms: A Machine Learning Matching Analysis," Strategy Science, INFORMS, vol. 6(1), pages 5-21, March.
    12. Furno, Marilena, 2021. "The synthetic control approach: Multivalued treatments at the quantiles," Research in Economics, Elsevier, vol. 75(1), pages 7-20.
    13. Crespo, Cristian, 2020. "Two become one: improving the targeting of conditional cash transfers with a predictive model of school dropout," LSE Research Online Documents on Economics 123139, London School of Economics and Political Science, LSE Library.
    14. Mullally, Conner & Chakravarty, Shourish, 2018. "Are matching funds for smallholder irrigation money well spent?," Food Policy, Elsevier, vol. 76(C), pages 70-80.
    15. Zhang, Chi & Managi, Shunsuke, 2020. "Functional social support and maternal stress: A study on the 2017 paid parental leave reform in Japan," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 153-172.
    16. Akash Malhotra, 2021. "A hybrid econometric–machine learning approach for relative importance analysis: prioritizing food policy," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 549-581, September.
    17. Guido Imbens & Yiqing Xu, 2024. "Comparing Experimental and Nonexperimental Methods: What Lessons Have We Learned Four Decades After LaLonde (1986)?," Papers 2406.00827, arXiv.org, revised May 2025.
    18. Christoph Semken & David Rossell, 2022. "Specification analysis for technology use and teenager well‐being: Statistical validity and a Bayesian proposal," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(5), pages 1330-1355, November.
    19. Masahiro Kato & Hikaru Kawarazaki, 2019. "Model Specification Test with Unlabeled Data: Approach from Covariate Shift," Papers 1911.00688, arXiv.org, revised Feb 2020.
    20. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    21. Franziska Bremus & Tatsiana Kliatskova, 2018. "Legal Harmonization, Institutional Quality, and Countries' External Positions: A Sectoral Analysis," Discussion Papers of DIW Berlin 1768, DIW Berlin, German Institute for Economic Research.

  38. Susan Athey & Glenn Ellison, 2014. "Dynamics of Open Source Movements," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(2), pages 294-316, June.
    See citations under working paper version above.
  39. Susan Athey & Dominic Coey & Jonathan Levin, 2013. "Set-Asides and Subsidies in Auctions," American Economic Journal: Microeconomics, American Economic Association, vol. 5(1), pages 1-27, February.
    See citations under working paper version above.
  40. Susan Athey & Ilya Segal, 2013. "An Efficient Dynamic Mechanism," Econometrica, Econometric Society, vol. 81(6), pages 2463-2485, November.
    See citations under working paper version above.
  41. Susan Athey & Glenn Ellison, 2011. "Position Auctions with Consumer Search," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1213-1270.
    See citations under working paper version above.
  42. Susan Athey & Jonathan Levin & Enrique Seira, 2011. "Comparing open and Sealed Bid Auctions: Evidence from Timber Auctions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 207-257.
    See citations under working paper version above.
  43. Susan Athey & Joshua S. Gans, 2010. "The Impact of Targeting Technology on Advertising Markets and Media Competition," American Economic Review, American Economic Association, vol. 100(2), pages 608-613, May.

    Cited by:

    1. Hongchang Wang & Benjamin Williams & Karen Xie & Wei Chen, 2024. "Quality Differentiation and Matching Performance in Peer-to-Peer Markets: Evidence from Airbnb Plus," Management Science, INFORMS, vol. 70(7), pages 4260-4282, July.
    2. Charles Angelucci & Julia Cage & Michael Sinkinson, 2020. "Media Competition and News Diets," Working Papers hal-03393063, HAL.
    3. Fabrizio Germano & Larbi Alaoui, 2015. "Time Scarcity and the Market for News," Working Papers 675, Barcelona School of Economics.
    4. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    5. Mishra, Soumya Kanta & Sarkar, Sumit, 2023. "Can social media platforms charge their users?," Economics Letters, Elsevier, vol. 233(C).
    6. Steven Schmeiser, 2018. "Sharing Audience Data: Strategic Participation in Behavioral Advertising Networks," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 52(3), pages 429-450, May.
    7. Yongmin Chen & Xinyu Hua & Keith E. Maskus, 2020. "International Protection of Consumer Data," HKUST CEP Working Papers Series 202004, HKUST Center for Economic Policy.
    8. Hagiu, Andrei & Jullien, Bruno, 2013. "Search Diversion and Platform Competition," TSE Working Papers 13-431, Toulouse School of Economics (TSE).
    9. Mariann Ollar & Marzena Rostek, 2011. "Information Aggregation and Innovation in Market Design," Working Papers 11-12, NET Institute.
    10. Kfir Eliaz & Ran Spiegler, 2020. "Incentive‐compatible advertising on nonretail platforms," RAND Journal of Economics, RAND Corporation, vol. 51(2), pages 323-345, June.
    11. Anderson, Simon P. & Jullien, Bruno, 2016. "The advertising-financed business model in two-sided media markets," TSE Working Papers 16-632, Toulouse School of Economics (TSE).
    12. Emilio Calvano & Bruno Jullien, 2012. "Issues in Online Advertising and Competition Policy: A Two-sided Market Perspective," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 9, Edward Elgar Publishing.
    13. Flavio Pino, 2022. "The microeconomics of data – a survey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 635-665, September.
    14. Evensen, Charlotte Bjørnhaug & Haugen, Atle, 2021. "The impact of targeting technologies and consumer multi-homing on digital platform competition," Discussion Paper Series in Economics 13/2021, Norwegian School of Economics, Department of Economics.
    15. Florian Hoffmann & Roman Inderst & Marco Ottaviani, 2013. "Hypertargeting, Limited Attention, and Privacy: Implications for Marketing and Campaigning," Working Papers 479, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    16. Bergemann, Dirk & Bonatti, Alessandro, 2010. "Targeting in Advertising Markets: Implications for Offline vs. Online Media," CEPR Discussion Papers 7988, C.E.P.R. Discussion Papers.
    17. Avi Goldfarb & Catherine Tucker, 2011. "Search Engine Advertising: Channel Substitution When Pricing Ads to Context," Management Science, INFORMS, vol. 57(3), pages 458-470, March.
    18. James Campbell & Avi Goldfarb & Catherine Tucker, 2015. "Privacy Regulation and Market Structure," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(1), pages 47-73, March.
    19. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    20. Fujisawa, Chieko & Kasuga, Norihiro, 2021. "How should durable goods firms combine online and mass media advertisements to promote sales?," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238023, International Telecommunications Society (ITS).
    21. Federico Etro, 2012. "Leadership in Multi-sided Markets and Dominance in Online Advertising," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 11, Edward Elgar Publishing.
    22. Anna D'Annunzio & Antonio Russo, 2017. "Ad Networks and Consumer Tracking," CESifo Working Paper Series 6667, CESifo.
    23. Wei Chen & Zaiyan Wei & Karen Xie, 2023. "Regulating Professional Players in Peer-to-Peer Markets: Evidence from Airbnb," Management Science, INFORMS, vol. 69(5), pages 2893-2918, May.
    24. Lacetera, Nicola & Macis, Mario & Mele, Angelo, 2014. "Viral Altruism? Generosity and Social Contagion in Online Networks," IZA Discussion Papers 8171, Institute of Labor Economics (IZA).
    25. de Cornière, Alexandre & Taylor, Greg, 2022. "Data and Competition: a Simple Framework with Applications to Mergers and Market Structure," CEPR Discussion Papers 14446, C.E.P.R. Discussion Papers.
    26. de Cornière, Alexandre & Taylor, Greg, 2023. "Data and Competition: A Simple Framework," TSE Working Papers 23-1404, Toulouse School of Economics (TSE), revised Aug 2024.
    27. Eliaz, Kfir & Spiegler, Ran, 2016. "Incentive Compatible Advertising on a Social Network," CEPR Discussion Papers 11223, C.E.P.R. Discussion Papers.
    28. Ni Huang & Jiayin Zhang & Gordon Burtch & Xitong Li & Peiyu Chen, 2021. "Combating Procrastination on Massive Online Open Courses via Optimal Calls to Action," Information Systems Research, INFORMS, vol. 32(2), pages 301-317, June.
    29. Bo Cowgill & Cosmina Dorobantu, 2018. "Competition and Specificity in Market Design: Evidence from Geotargeted Advertising," Working Papers 18-09, NET Institute, revised Sep 2018.
    30. Zhanhong Cui & Kai Li, 2024. "Two‐sided markets: The influence of market power on information utilization strategy and welfare," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(1), pages 98-117, January.
    31. James Rutt, 2011. "Aggregators and the News Industry: Charging for Access to Content," Working Papers 11-19, NET Institute, revised Sep 2011.
    32. Anja Lambrecht & Catherine Tucker, 2019. "Algorithmic Bias? An Empirical Study of Apparent Gender-Based Discrimination in the Display of STEM Career Ads," Management Science, INFORMS, vol. 65(7), pages 2966-2981, July.
    33. Zhao Jiang & Wu Dan & Liu Jie, 2020. "Distinct role of targeting precision of Internet-based targeted advertising in duopolistic e-business firms’ heterogeneous consumers market," Electronic Commerce Research, Springer, vol. 20(2), pages 453-474, June.
    34. Jullien, Bruno & Hagiu, Andrei, 2013. "Strategic Search Diversion, Product Affiliation and Platform Competition," CEPR Discussion Papers 9451, C.E.P.R. Discussion Papers.
    35. de Cornière, Alexandre & Taylor, Greg, 2020. "Data and Competition: a General Framework with Applications to Mergers, Market Structure, and Privacy Policy," TSE Working Papers 20-1076, Toulouse School of Economics (TSE).
    36. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    37. Andreas Hefti & Shuo Liu, 2020. "Targeted information and limited attention," RAND Journal of Economics, RAND Corporation, vol. 51(2), pages 402-420, June.
    38. Andreas Hefti & Shuo Liu, 2016. "Targeted information and limited attention," ECON - Working Papers 230, Department of Economics - University of Zurich, revised Dec 2019.
    39. Zhao Jiang & Dan Wu, 2022. "Targeting Precision in Imperfect Targeted Advertising: Implications for the Regulation of Market Structure and Efficiency," SAGE Open, , vol. 12(1), pages 21582440221, March.
    40. Alexandre de Corniere & Romain De Nijs, 2013. "Online Advertising and Privacy," Economics Series Working Papers 650, University of Oxford, Department of Economics.
    41. Avi Goldfarb & Catherine E. Tucker, 2011. "Privacy Regulation and Online Advertising," Management Science, INFORMS, vol. 57(1), pages 57-71, January.
    42. Florian Hoffmann & Roman Inderst & Marco Ottaviani, 2020. "Persuasion Through Selective Disclosure: Implications for Marketing, Campaigning, and Privacy Regulation," Management Science, INFORMS, vol. 66(11), pages 4958-4979, November.
    43. Stühmeier, Torben, 2012. "Target Advertising and Market Transparency," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62021, Verein für Socialpolitik / German Economic Association.
    44. Kevin M. Murphy & Ignacio Palacios-Huerta, 2016. "A Theory of Bundling Advertisements in Media Markets," NBER Working Papers 22994, National Bureau of Economic Research, Inc.
    45. Jacopo Perego & Sevgi Yuksel, 2022. "Media Competition and Social Disagreement," Econometrica, Econometric Society, vol. 90(1), pages 223-265, January.
    46. Gong Qiang & Pan Siqi & Yang Huanxing, 2019. "Targeted Advertising on Competing Platforms," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 19(1), pages 1-20, January.
    47. Cagé, Julia & Angelucci, Charles, 2016. "Newspapers in Times of Low Advertising Revenues," CEPR Discussion Papers 11414, C.E.P.R. Discussion Papers.
    48. Mingyu Joo & Jiaqi Shi & Vibhanshu Abhishek, 2024. "Do Sellers Benefit from Sponsored Product Listings? Evidence from an Online Marketplace," Marketing Science, INFORMS, vol. 43(4), pages 817-839, July.
    49. Matveenko, Andrei & Starkov, Egor, 2023. "Sparking curiosity or tipping the scales? Targeted advertising with consumer learning," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 172-192.

  44. Nikhil Agarwal & Susan Athey & David Yang, 2009. "Skewed Bidding in Pay-per-Action Auctions for Online Advertising," American Economic Review, American Economic Association, vol. 99(2), pages 441-447, May.

    Cited by:

    1. Yi Zhu & Kenneth C. Wilbur, 2011. "Hybrid Advertising Auctions," Marketing Science, INFORMS, vol. 30(2), pages 249-273, 03-04.
    2. Hamid Nazerzadeh & Amin Saberi & Rakesh Vohra, 2013. "Dynamic Pay-Per-Action Mechanisms and Applications to Online Advertising," Operations Research, INFORMS, vol. 61(1), pages 98-111, February.
    3. Scott Duke Kominers & Alexander Teytelboym & Vincent P Crawford, 2017. "An invitation to market design," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(4), pages 541-571.
    4. Du, Ruihuan & Zhong, Yu & Nair, Harikesh S. & Cui, Bo & Shou, Ruyang, 2019. "Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network," Research Papers 3761, Stanford University, Graduate School of Business.
    5. Etro, Federico, 2013. "Advertising and search engines. A model of leadership in search advertising," Research in Economics, Elsevier, vol. 67(1), pages 25-38.
    6. Philippe Jehiel & Laurent Lamy, 2017. "On the benefits of set-asides," PSE Working Papers halshs-01557657, HAL.
    7. Taylor, Greg, 2011. "The informativeness of on-line advertising," International Journal of Industrial Organization, Elsevier, vol. 29(6), pages 668-677.
    8. Cai, Gangshu (George) & Chen, Ying-Ju, 2011. "In-Store Referrals on the Internet," Journal of Retailing, Elsevier, vol. 87(4), pages 563-578.
    9. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    10. Todd R. Kaplan & Shmuel Zamir, 2014. "Advances in Auctions," Discussion Paper Series dp662, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    11. Federico Etro, 2012. "Leadership in Multi-sided Markets and Dominance in Online Advertising," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 11, Edward Elgar Publishing.
    12. Sander Renes, 2011. "Balancing the Bids, Solutions for Unit Price Auctions," Tinbergen Institute Discussion Papers 11-047/1, Tinbergen Institute.
    13. Dakshina G. De Silva & Timothy Dunne & Georgia Kosmopoulou & Carlos Lamarche, 2015. "Project modifications and bidding in highway procurement auctions," FRB Atlanta Working Paper 2015-14, Federal Reserve Bank of Atlanta.
    14. Sham M. Kakade & Ilan Lobel & Hamid Nazerzadeh, 2013. "Optimal Dynamic Mechanism Design and the Virtual-Pivot Mechanism," Operations Research, INFORMS, vol. 61(4), pages 837-854, August.
    15. Susan Athey & Michael Luca, 2018. "Economists (and Economics) in Tech Companies," Harvard Business School Working Papers 19-027, Harvard Business School.
    16. Kaichen Zhang & Zixuan Yuan & Hui Xiong, 2024. "Optimized Cost Per Click in Online Advertising: A Theoretical Analysis," Papers 2405.14279, arXiv.org.
    17. Chrysanthos Dellarocas, 2012. "Double Marginalization in Performance-Based Advertising: Implications and Solutions," Management Science, INFORMS, vol. 58(6), pages 1178-1195, June.
    18. Vasant Dhar & Anindya Ghose, 2010. "Research Commentary ---Sponsored Search and Market Efficiency," Information Systems Research, INFORMS, vol. 21(4), pages 760-772, December.
    19. Ron Berman, 2018. "Beyond the Last Touch: Attribution in Online Advertising," Marketing Science, INFORMS, vol. 37(5), pages 771-792, September.
    20. Jiwoong Shin & Jungju Yu, 2021. "Targeted Advertising and Consumer Inference," Marketing Science, INFORMS, vol. 40(5), pages 900-922, September.
    21. Staneva, Viktoriya & Nikolov, Atanas N. & Miletkov, Mihail K. & Song, Scarlett, 2025. "X factor in the boardroom: The moderating effect of generation X directors on the relation between advertising spending and firm performance," Journal of Business Research, Elsevier, vol. 193(C).
    22. Yu (Jeffrey) Hu & Jiwoong Shin & Zhulei Tang, 2016. "Incentive Problems in Performance-Based Online Advertising Pricing: Cost per Click vs. Cost per Action," Management Science, INFORMS, vol. 62(7), pages 2022-2038, July.
    23. Richet, Jean-Loup, 2022. "How cybercriminal communities grow and change: An investigation of ad-fraud communities," Technological Forecasting and Social Change, Elsevier, vol. 174(C).

  45. Susan Athey & Kyle Bagwell, 2008. "Collusion With Persistent Cost Shocks," Econometrica, Econometric Society, vol. 76(3), pages 493-540, May.
    See citations under working paper version above.
  46. Ilya Segal & Susan Athey, 2007. "Designing Efficient Mechanisms for Dynamic Bilateral Trading Games," American Economic Review, American Economic Association, vol. 97(2), pages 131-136, May.
    See citations under working paper version above.
  47. , & , A., 2007. "Efficiency in repeated trade with hidden valuations," Theoretical Economics, Econometric Society, vol. 2(3), September.
    See citations under working paper version above.
  48. Susan Athey & Guido W. Imbens, 2007. "Discrete Choice Models With Multiple Unobserved Choice Characteristics," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1159-1192, November.
    See citations under working paper version above.
  49. Susan Athey & Lawrence F. Katz & Alan B. Krueger & Steven Levitt & James Poterba, 2007. "What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes," American Economic Review, American Economic Association, vol. 97(2), pages 512-520, May.

    Cited by:

    1. Richard S. J. Tol, 2022. "Nobel begets Nobel," Papers 2207.04441, arXiv.org, revised Mar 2023.
    2. Cardoso, Ana Rute & Guimaraes, Paulo & Zimmermann, Klaus F., 2008. "Comparing the Early Research Performance of PhD Graduates in Labor Economics in Europe and the USA," IZA Discussion Papers 3898, Institute of Labor Economics (IZA).
    3. Stock, Wendy A. & Finegan, T. Aldrich & Siegfried, John J., 2009. "Can you earn a Ph.D. in economics in five years?," Economics of Education Review, Elsevier, vol. 28(5), pages 523-537, October.
    4. John Manuel Barrios & Laura Giuliano & Andrew J. Leone, 2020. "In Living Color: Does In-Person Screening Affect Who Gets Hired?," Working Papers 2020-38, Becker Friedman Institute for Research In Economics.
    5. Jihui Chen & Qihong Liu & Sherrilyn Billger, 2013. "Where Do New Ph.D. Economists Go? Recent Evidence from Initial Labor Market," Journal of Labor Research, Springer, vol. 34(3), pages 312-338, September.
    6. Farzana Munir & Rudolf Winter-Ebmer, 2018. "Decomposing international gender test score differences," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-17, December.
    7. Qi Ge & Stephen Wu & Chenyu Zhou, 2021. "Sharing common roots: Student‐graduate committee matching and job market outcomes," Southern Economic Journal, John Wiley & Sons, vol. 88(2), pages 828-856, October.
    8. Marc Diederichs & Joshua Angrist, 2025. "Dissertation Paths: Advisors and Students in the Economics Research Production Function," RFBerlin Discussion Paper Series 2501, ROCKWOOL Foundation Berlin (RFBerlin).
    9. Munir, Farzana & Winter-Ebmer, Rudolf, 2018. "Decomposing international gender test score differences," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 52(1), pages 1-12.
    10. Michael Hilmer & Christiana E. Hilmer, 2012. "On The Search For Talent In Academic Labor Markets: Easily Observable Later‐Graduate Study Outcomes As Predictors Of Early‐Career Publishing, Placement, And Tenure," Economic Inquiry, Western Economic Association International, vol. 50(1), pages 232-247, January.
    11. Marco Di Cintio & Emanuele Grassi, 2016. "The returns to temporary migration: The case of Italian Ph.D.s," EERI Research Paper Series EERI RP 2016/15, Economics and Econometrics Research Institute (EERI), Brussels.
    12. Richard S. J. Tol, 2020. "Rise of the Kniesians: The professor-student network of Nobel laureates in economics," Papers 2012.00103, arXiv.org, revised Oct 2021.
    13. Richard S. J. Tol, 2022. "Nobel Students Beget Nobel Professors," CESifo Working Paper Series 9860, CESifo.
    14. Michael E. Rose & Suraj Shekhar, 2021. "Indirect Contacts in Hiring: The Economics Job Market," Working Papers 55, Ashoka University, Department of Economics.
    15. Jihui Chen & Qihong Liu & Myongjin Kim, 2022. "Gender gap in tenure and promotion: Evidence from the economics Ph.D. class of 2008," Southern Economic Journal, John Wiley & Sons, vol. 88(4), pages 1277-1312, April.
    16. Thomas Bolli & Tommaso Agasisti & Geraint Johnes, 2015. "The impact of institutional student support on graduation rates in US Ph.D. programmes," Education Economics, Taylor & Francis Journals, vol. 23(4), pages 396-418, August.
    17. Timothy Perri, 2011. "Between the Penthouse and the Outhouse: The Sorting of Economics Professors," Working Papers 11-13, Department of Economics, Appalachian State University.
    18. Tol, Richard S.J., 2023. "Nobel begets Nobel in economics," Journal of Informetrics, Elsevier, vol. 17(4).
    19. Marco Cintio & Emanuele Grassi, 2017. "International mobility and wages: an analysis of Italian Ph.D. graduates," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 759-791, November.
    20. Wai, Jonathan & Lee, Matthew H. & Kell, Harrison J., 2022. "Distributions of academic math-verbal tilt and overall academic skill of students specializing in different fields: A study of 1.6 million graduate record examination test takers," Intelligence, Elsevier, vol. 95(C).
    21. Richard S. J. Tol, 2024. "The Nobel family," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(3), pages 1329-1346, March.

  50. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    See citations under working paper version above.
  51. Susan Athey & Andrew Atkeson & Patrick J. Kehoe, 2005. "The Optimal Degree of Discretion in Monetary Policy," Econometrica, Econometric Society, vol. 73(5), pages 1431-1475, September.
    See citations under working paper version above.
  52. Susan Athey & Kyle Bagwell & Chris Sanchirico, 2004. "Collusion and Price Rigidity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 317-349.
    See citations under working paper version above.
  53. Susan Athey & Andrew Atkeson & Patrick J. Kehoe, 2003. "The optimal degree of monetary policy discretion," Proceedings, Board of Governors of the Federal Reserve System (U.S.).

    Cited by:

    1. Lynne Evans & Anamaria Nicolae, 2010. "The Output Effect of a Transition to Price Stability When Velocity Is Time Varying," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(5), pages 859-878, August.
    2. PINSHI, Christian P., 2019. "Dollarization and Foreign Exchange Reserve : Debate on the Effectiveness of Monetary Policy in DR. Congo," MPRA Paper 104807, University Library of Munich, Germany.
    3. Adam, Klaus & Weber, Henning, 2020. "Estimating the optimal inflation target from trends in relative prices," Working Paper Series 2370, European Central Bank.
    4. Firouz Gahvari & Luca Micheletto, 2019. "Heterogeneity, monetary policy, Mirrleesian taxes, and the Friedman rule," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 67(4), pages 983-1018, June.
    5. Ester Faia & Tommaso Monacelli, 2008. "Optimal Monetary Policy in a Small Open Economy with Home Bias," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(4), pages 721-750, June.
    6. Robert Amano & Malik Shukayev, 2012. "Risk Premium Shocks and the Zero Bound on Nominal Interest Rates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(8), pages 1475-1505, December.
    7. Linda S. Goldberg & Michael W. Klein, 2007. "Establishing Credibility: Evolving Perceptions of the European Central Bank," The Institute for International Integration Studies Discussion Paper Series iiisdp194, IIIS.
    8. André Marine Charlotte & Medina Espidio Sebastián, 2022. "Optimal Robust Monetary Policy in a Small Open Economy," Working Papers 2022-17, Banco de México.
    9. Eduardo Monteiro & Humberto Moreira, 2006. "Effciency In Two Player Repeated Games Of Imperfect Monitoring," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 113, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    10. Takahashi, Shuhei, 2021. "The uniqueness of steady-state equilibrium under state-dependent pricing: The case of deflation," Economics Letters, Elsevier, vol. 209(C).
    11. Jean-Olivier Hairault & François Langot, 2012. "Markups and the Welfare Cost of Business Cycles: A Reappraisal," Post-Print hal-00623281, HAL.
    12. Adam, Klaus & Gautier, Erwan & Santoro, Sergio & Weber, Henning, 2022. "The case for a positive euro area inflation target: Evidence from france, germany and italy," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 140-153.
    13. Alberto Locarno, 2006. "Imperfect knowledge, adaptive learning and the bias against activist monetary policies," Temi di discussione (Economic working papers) 590, Bank of Italy, Economic Research and International Relations Area.
    14. Vinicius Carrasco & João Manoel Pinho de Mello, 2006. "A relational theory of relationship lending under contractual incompleteness," Textos para discussão 520, Department of Economics PUC-Rio (Brazil), revised Jan 2000.
    15. Gregor W. Smith, 2006. "The spectre of deflation: a review of empirical evidence," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(4), pages 1041-1072, November.
    16. Julien Matheron & Philippe Andrade & Hervé Le Bihan & Jordi Galí, 2021. "Should the ECB Adjust its Strategy in the Face of a Lower r*?," Working Papers 1236, Barcelona School of Economics.
    17. Miura, Shogo, 2023. "Optimal inflation rate and fair wage," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 158-167.
    18. Szczygielski, Jan Jakub & Charteris, Ailie & Obojska, Lidia & Brzeszczyński, Janusz, 2025. "Energy in turmoil: Industry resilience to uncertainty during the global energy crisis," Applied Energy, Elsevier, vol. 389(C).
    19. Victoria COCIUG & Olga HINEV, 2019. "Optimal Monetary Policy: Theoretical And Practical Aspects," Contemporary Economy Journal, Constantin Brancoveanu University, vol. 4(1), pages 55-65.
    20. Kristoffer Mousten Hansen, 2021. "Are Free Market Fiduciary Media Possible? On the Nature of Money, Banking, and Money Production in the Free Market Order," Post-Print hal-03480292, HAL.
    21. Alan S. Blinder & Ricardo Reis, 2005. "Understanding the Greenspan standard," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, issue Aug, pages 11-96.
    22. Linda S. Goldberg & Michael W. Klein, 2010. "Evolving Perceptions of Central Bank Credibility: The European Central Bank Experience," NBER Chapters, in: NBER International Seminar on Macroeconomics 2010, pages 153-182, National Bureau of Economic Research, Inc.
    23. Klaus Adam & Oliver Pfäuti & Timo Reinelt, 2020. "Falling Natural Rates, Rising Housing Volatility and the Optimal Inflation Target," CRC TR 224 Discussion Paper Series crctr224_2020_235, University of Bonn and University of Mannheim, Germany.
    24. André, Marine Charlotte & Espidio, Sebastián Medina, 2024. "Optimal robust monetary policy in a small open emerging-market economy," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 5(4).
    25. Andrade, Philippe & Galí, Jordi & Le Bihan, Hervé & Matheron, Julien, 2021. "Should the ECB adjust its strategy in the face of a lower r★?," Journal of Economic Dynamics and Control, Elsevier, vol. 132(C).
    26. Kyle Bagwell, 2009. "Self-Enforcing Trade Agreements and Private Information," NBER Working Papers 14812, National Bureau of Economic Research, Inc.
    27. Romain Duval & Lukas Vogel, 2012. "How Do Nominal and Real Rigidities Interact? A Tale of the Second Best," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(7), pages 1455-1474, October.
    28. Vinicius Carrasco & João Mello, 2010. "Repeated lending under contractual incompleteness," Annals of Finance, Springer, vol. 6(1), pages 51-82, January.
    29. Correia, Isabel & Teles, Pedro & Adão, Bernardino, 2006. "On the Relevance of Exchange Rate Regimes for Stabilization Policy," CEPR Discussion Papers 5797, C.E.P.R. Discussion Papers.
    30. Rostagno, Massimo & Altavilla, Carlo & Carboni, Giacomo & Lemke, Wolfgang & Motto, Roberto & Saint Guilhem, Arthur & Yiangou, Jonathan, 2019. "A tale of two decades: the ECB’s monetary policy at 20," Working Paper Series 2346, European Central Bank.

  54. Susan Athey, 2002. "Monotone Comparative Statics under Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 187-223.
    See citations under working paper version above.
  55. Susan Athey & Philip A. Haile, 2002. "Identification of Standard Auction Models," Econometrica, Econometric Society, vol. 70(6), pages 2107-2140, November.
    See citations under working paper version above.
  56. Susan Athey & Scott Stern, 2002. "The Impact of Information Technology on Emergency Health Care Outcomes," RAND Journal of Economics, The RAND Corporation, vol. 33(3), pages 399-432, Autumn.
    See citations under working paper version above.
  57. Athey, Susan & Schmutzler, Armin, 2001. "Investment and Market Dominance," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 1-26, Spring.

    Cited by:

    1. Ulrich Doraszelski & Sarit Markovich, 2007. "Advertising dynamics and competitive advantage," RAND Journal of Economics, RAND Corporation, vol. 38(3), pages 557-592, September.
    2. Bernstein, Fernando & Federgruen, Awi, 2004. "Comparative statics, strategic complements and substitutes in oligopolies," Journal of Mathematical Economics, Elsevier, vol. 40(6), pages 713-746, September.
    3. Toker Doganoglu, 2003. "Dynamic Price Competition with Consumption Externalities," Netnomics, Springer, vol. 5(1), pages 43-69, May.
    4. Kiedaisch, Christian, 2015. "Intellectual property rights in a quality-ladder model with persistent leadership," European Economic Review, Elsevier, vol. 80(C), pages 194-213.
    5. Pouyet, Jérôme & Hombert, Johan & Schutz, Nicolas, 2019. "Anticompetitive Vertical Merger Waves," CEPR Discussion Papers 13671, C.E.P.R. Discussion Papers.
    6. Boyer, Marcel & Lasserre, Pierre & Moreaux, Michel, 2012. "A dynamic duopoly investment game without commitment under uncertain market expansion," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 663-681.
    7. Inderst, Roman & Mueller, Holger M., 2009. "Early-stage financing and firm growth in new industries," Journal of Financial Economics, Elsevier, vol. 93(2), pages 276-291, August.
    8. Inderst, Roman & Jakubovic, Zlata & Jovanovic, Dragan, 2015. "Buyer Power and Functional Competition for Innovation," MPRA Paper 61214, University Library of Munich, Germany.
    9. Quintero Jaramillo, Jose E., 2004. "Moral hazard in teams with limited punishments and multiple outputs," DEE - Working Papers. Business Economics. WB wb040705, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    10. David Besanko & Ulrich Doraszelski & Yaroslav Kryukov & Mark Satterthwaite, 2008. "Learning-by-Doing, Organizational Forgetting, and Industry Dynamics," GSIA Working Papers 2009-E22, Carnegie Mellon University, Tepper School of Business.
    11. Boyer, Marcel & Lasserre, Pierre & Moreaux, Michel, 2010. "A Dynamic Duopoly Investment Game under Uncertain Market Growth," IDEI Working Papers 617, Institut d'Économie Industrielle (IDEI), Toulouse.
    12. Doan, Tinh, 2012. "Evolution of competition in Vietnam industries over the recent economic transition," Economics Discussion Papers 2012-12, Kiel Institute for the World Economy.
    13. Lalit Manral, 2010. "Demand competition and investment heterogeneity in industries based on systemic technologies: evidence from the US long-distance telecommunications services industry, 1984–1996," Journal of Evolutionary Economics, Springer, vol. 20(5), pages 765-802, October.
    14. Budde, Maximilian & Minner, Stefan, 2015. "Optimal capacity provision for service providers with subsequent auctioning of projects," International Journal of Production Economics, Elsevier, vol. 170(PB), pages 652-662.
    15. Bühler, Stefan & Halbheer, Daniel, 2011. "Persuading Consumers With Social Attitudes," Economics Working Paper Series 1117, University of St. Gallen, School of Economics and Political Science.
    16. Paul B. Ellickson, 2013. "Supermarkets As A Natural Oligopoly," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1142-1154, April.
    17. Jan Boone, 2008. "Competition: Theoretical Parameterizations and Empirical Measures," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 164(4), pages 587-611, December.
    18. Simon Loertscher & Yves Schneider, 2005. "Switching Costs, Firm Size, and Market Structure," Diskussionsschriften dp0515, Universitaet Bern, Departement Volkswirtschaft.
    19. Stefan Buehler & Daniel Halbheer, 2011. "Selling when Brand Image Matters," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 167(1), pages 102-118, March.
    20. Amir, Rabah, 2005. "Ordinal versus cardinal complementarity: The case of Cournot oligopoly," Games and Economic Behavior, Elsevier, vol. 53(1), pages 1-14, October.
    21. Inderst, Roman & Shaffer, Greg, 2019. "Managing Channel Profits when Retailers have Profitable Outside Options," CEPR Discussion Papers 13642, C.E.P.R. Discussion Papers.
    22. Friedel Bolle, 2011. "Over- and under-investment according to different benchmarks," Journal of Economics, Springer, vol. 104(3), pages 219-238, November.
    23. Óscar Gutiérrez & Francisco Ruiz‐Aliseda, 2009. "Entry Patterns Over The Product Life Cycle," Manchester School, University of Manchester, vol. 77(5), pages 594-610, September.
    24. Stefan Buehler & Armin Schmutzler, 2004. "Intimidating Competitors � Endogenous Vertical Integration and Downstream Investment in Successive Oligopoly," SOI - Working Papers 0409, Socioeconomic Institute - University of Zurich, revised Jul 2005.
    25. Beker, Pablo & Hernando-Veciana, Angel, 2013. "Bidding Markets with Financial Constraints," The Warwick Economics Research Paper Series (TWERPS) 1017, University of Warwick, Department of Economics.
    26. David P. Baron, 2020. "Vertical differentiation, product innovation, and dynamic competition," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(3), pages 635-662, July.
    27. AMIR, Rabah, 2001. "Stochastic games in economics and related fields: an overview," LIDAM Discussion Papers CORE 2001060, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    28. Cabral, Luís, 2014. "Aftermarket power and foremarket competition," International Journal of Industrial Organization, Elsevier, vol. 35(C), pages 60-69.
    29. Rabah Amir, 2005. "Supermodularity and Complementarity in Economics: An Elementary Survey," Southern Economic Journal, John Wiley & Sons, vol. 71(3), pages 636-660, January.
    30. Park, Sangin, 2009. "An empirical evaluation of the 1986 Semiconductor Trade Arrangement," Japan and the World Economy, Elsevier, vol. 21(4), pages 349-357, December.
    31. Bayer, Christian, 2007. "Investment timing and predatory behavior in a duopoly with endogenous exit," Journal of Economic Dynamics and Control, Elsevier, vol. 31(9), pages 3069-3109, September.
    32. Sacco, Dario & Schmutzler, Armin, 2011. "Is there a U-shaped relation between competition and investment?," International Journal of Industrial Organization, Elsevier, vol. 29(1), pages 65-73, January.
    33. Schmutzler, Armin, 2009. "The Relation Between Competition and Investment – Towards a Synthesis," Department of Economics, Working Paper Series qt8tt4457m, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    34. Kristina McElheran, 2015. "Do Market Leaders Lead in Business Process Innovation? The Case(s) of E-business Adoption," Management Science, INFORMS, vol. 61(6), pages 1197-1216, June.
    35. Besanko, David & Doraszelski, Ulrich & Kryukov, Yaroslav & Satterthwaite, Mark, 2007. "Learning-by-Doing, Organizational Forgetting and Industry Dynamics," CEPR Discussion Papers 6160, C.E.P.R. Discussion Papers.
    36. Fehr, Ernst & Götte, Lorenz, 2004. "Do Workers Work More When Wages Are High? Evidence from a Randomized Field Experiment," IZA Discussion Papers 1002, Institute of Labor Economics (IZA).
    37. Amir, Rabah & Evstigneev, Igor & Wooders, John, 2003. "Noncooperative versus cooperative R&D with endogenous spillover rates," Games and Economic Behavior, Elsevier, vol. 42(2), pages 183-207, February.
    38. Daniel Halbheer & Ernst Fehr & Lorenz Goette & Armin Schmutzler, 2007. "Self-Reinforcing Market Dominance," Working Papers 0094, University of Zurich, Institute for Strategy and Business Economics (ISU), revised Nov 2008.
    39. Lin, Ping & Zhou, Wen, 2013. "The effects of competition on the R&D portfolios of multiproduct firms," International Journal of Industrial Organization, Elsevier, vol. 31(1), pages 83-91.
    40. Volker Grossmann, 2003. "Firm Size and Diversification: Asymmetric Multiproduct Firms under Cournot Competition," CESifo Working Paper Series 1047, CESifo.
    41. Marcel Boyer & Pierre Lasserre & Thomas Mariotti & Michel Moreaux, 2001. "Real Options, Preemption, and the Dynamics of Industry Investments," Cahiers de recherche du Département des sciences économiques, UQAM 20-10, Université du Québec à Montréal, Département des sciences économiques.
    42. Christian Trudeau & Zheng Wang, 2015. "Help us to help you: how consumer data can alter quality races," Working Papers 1501, University of Windsor, Department of Economics.
    43. Ernst Fehr & Lorenz Goette, 2007. "Do workers work more if wages are high? Evidence from a randomized field experiment," Natural Field Experiments 00240, The Field Experiments Website.
    44. Vives, Xavier, 2006. "Strategic Complementarities in Multi-Stage Games," CEPR Discussion Papers 5583, C.E.P.R. Discussion Papers.
    45. Graevenitz, Georg von, 2004. "Spillovers Reconsidered: Analysing Economic Welfare under complementarities in R&D," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 29, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    46. James G. Mulligan & Nilotpal Das, 2006. "Item Pricing Laws, Supplier Behavior, and the Diffusion of Time-Saving Technology Innovations," Working Papers 06-11, University of Delaware, Department of Economics.
    47. Markovich, Sarit & Moenius, Johannes, 2009. "Winning while losing: Competition dynamics in the presence of indirect network effects," International Journal of Industrial Organization, Elsevier, vol. 27(3), pages 346-357, May.
    48. Gersbach, Hans & Schmutzler, Armin, 2001. "A Product Market Theory of Worker Training," IZA Discussion Papers 327, Institute of Labor Economics (IZA).
    49. Guillermo Caruana & Liran Einav, 2008. "Production targets," RAND Journal of Economics, RAND Corporation, vol. 39(4), pages 990-1017, December.
    50. Siva M. Kumar & K. R. Jayasimha, 2019. "Brand verbs: brand synonymity and brand leadership," Journal of Brand Management, Palgrave Macmillan, vol. 26(2), pages 110-125, March.
    51. Grossmann, Volker, 2007. "Firm size and diversification: Multiproduct firms in asymmetric oligopoly," International Journal of Industrial Organization, Elsevier, vol. 25(1), pages 51-67, February.
    52. Luis Cabral, 2008. "Dynamic Price Competition with Network Effects," Working Papers 08-4, New York University, Leonard N. Stern School of Business, Department of Economics.
    53. Matthew Selove, 2014. "A Dynamic Model of Competitive Entry Response," Marketing Science, INFORMS, vol. 33(3), pages 353-363, May.
    54. Buehler, Stefan & Schmutzler, Armin, 2008. "Intimidating competitors -- Endogenous vertical integration and downstream investment in successive oligopoly," International Journal of Industrial Organization, Elsevier, vol. 26(1), pages 247-265, January.
    55. Colla, Paolo & Garcia, Filomena, 2016. "Technology adoption: Hysteresis and absence of lock-in," Economics Letters, Elsevier, vol. 141(C), pages 107-111.
    56. Matsumura Toshihiro & Matsushima Noriaki, 2010. "When Small Firms Fight Back Against Large Firms in R&D Activities," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-42, September.
    57. Inderst, Roman, 2013. "Prudence as a competitive advantage: On the effects of competition on banks' risk-taking incentives," European Economic Review, Elsevier, vol. 60(C), pages 127-143.
    58. Kretschmer, Tobias & Rösner, Mariana, 2010. "Increasing Dominance - the Role of Advertising, Pricing and Product Design," Discussion Papers in Business Administration 11500, University of Munich, Munich School of Management.
    59. Glazer, Amihai & Kanniainen, Vesa & Poutvaara, Panu, 2004. "Initial Luck, Status-Seeking and Snowballs Lead to Corporate Success and Failure," IZA Discussion Papers 1426, Institute of Labor Economics (IZA).
    60. Mandy, David M. & Mayo, John W. & Sappington, David E.M., 2016. "Targeting efforts to raise rivals' costs: Moving from “Whether” to “Whom”," International Journal of Industrial Organization, Elsevier, vol. 46(C), pages 1-15.
    61. Yi Qian, 2012. "Brand Management and Strategies Against Counterfeits," NBER Working Papers 17849, National Bureau of Economic Research, Inc.
    62. Volker Grossmann, 2003. "Managerial Job Assignment and Imperfect Competition in Asymmetric Equilibrium," CESifo Working Paper Series 914, CESifo.
    63. Ahmad Reza Saboori Memar, 2013. "Profitable Entry into an Unprofitable Market," MAGKS Papers on Economics 201306, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    64. Roman Inderst & Tommaso Valletti, 2009. "Price discrimination in input markets," RAND Journal of Economics, RAND Corporation, vol. 40(1), pages 1-19, March.
    65. David Besanko & Ulrich Doraszelski & Yaroslav Kryukov & Mark Satterthwaite, 2007. "Learning-by-Doing, Organizational Forgetting, and Industry Dynamics," Levine's Bibliography 321307000000000903, UCLA Department of Economics.
    66. Xavier Vives, 2009. "Strategic complementarity in multi-stage games," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 40(1), pages 151-171, July.
    67. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    68. Ulrich Doraszelski & Sarit Markovich, 2004. "Advertising Dynamics and Competitive Advantage," Computing in Economics and Finance 2004 61, Society for Computational Economics.
    69. Joseph A. Clougherty, & Michał Grajek, & Oz Shy, 2016. "Taking ‘some’ of the mimicry out of the adoption process: Quality management and strategic substitution," ESMT Research Working Papers ESMT-16-05, ESMT European School of Management and Technology.
    70. Polk, Andreas & Schmutzler, Armin, 2005. "Lobbying against environmental regulation vs. lobbying for loopholes," European Journal of Political Economy, Elsevier, vol. 21(4), pages 915-931, December.
    71. Harold D. Chiang & Kengo Kato & Yuya Sasaki, 2020. "Inference for high-dimensional exchangeable arrays," Papers 2009.05150, arXiv.org, revised Jul 2021.
    72. Schmutzler, Armin, 2010. "The relation between competition and innovation -- Why is it such a mess?," CEPR Discussion Papers 7640, C.E.P.R. Discussion Papers.
    73. Marcel Boyer & Pierre Lasserre & Michel Moreaux, 2007. "The Dynamics of Industry Investments," CIRANO Working Papers 2007s-09, CIRANO.
    74. Schiersch Alexander & Schmidt-Ehmcke Jens, 2011. "Is the Boone-Indicator Applicable? – Evidence from a Combined Data Set of German Manufacturing Enterprises," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 231(3), pages 336-357, June.
    75. Meade, Richard, 2005. "Electricity Investment and Security of Supply in Liberalized Electricity Systems," Working Paper Series 18954, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    76. Dalida Kadyrzhanova, 2005. "Predatory Governance," Computing in Economics and Finance 2005 421, Society for Computational Economics.
    77. Beker, Pablo F. & Hernando-Veciana, Ángel, 2015. "The dynamics of bidding markets with financial constraints," Journal of Economic Theory, Elsevier, vol. 155(C), pages 234-261.
    78. Vives, Xavier, 2005. "Games with strategic complementarities: New applications to industrial organization," International Journal of Industrial Organization, Elsevier, vol. 23(7-8), pages 625-637, September.
    79. Zava Aydemir & Armin Schmutzler, 2002. "Acquisitions versus Entry: The Evolution of Concentration," SOI - Working Papers 0208, Socioeconomic Institute - University of Zurich, revised Aug 2002.
    80. Clougherty, Joseph A. & Grajek, Michal & Shy, Oz, 2016. "Taking ‘Some’ of the Mimicry Out of the Adoption Process: Quality-Management and Strategic Substitution," CEPR Discussion Papers 11661, C.E.P.R. Discussion Papers.
    81. Axel Anderson & Luís M. B. Cabral, 2007. "Go for broke or play it safe? Dynamic competition with choice of variance," RAND Journal of Economics, RAND Corporation, vol. 38(3), pages 593-609, September.
    82. Beker, Pablo F. & Hernando-Veciana, Ángel, 2011. "Persistent markups in bidding markets with financial constraints," UC3M Working papers. Economics we1133, Universidad Carlos III de Madrid. Departamento de Economía.
    83. Paul Ellickson & Beresteanu Arie, 2005. "The Dynamics of Retail Oligopolies," 2005 Meeting Papers 829, Society for Economic Dynamics.
    84. Christian Bayer, 2004. "The Other Side of Limited Liability: Predatory Behavior and Investment Timing," Industrial Organization 0407001, University Library of Munich, Germany.
    85. Olivier Chatain, 2014. "How do strategic factor markets respond to rivalry in the product market?," Strategic Management Journal, Wiley Blackwell, vol. 35(13), pages 1952-1971, December.
    86. Moeen Naseer Butt, 2023. "Mitigating the negative effect of intrabrand clustering: the role of interbrand clustering and firm size," Journal of Brand Management, Palgrave Macmillan, vol. 30(1), pages 34-48, January.
    87. Matthew Selove, 2014. "How Do Firms Become Different? A Dynamic Model," Management Science, INFORMS, vol. 60(4), pages 980-989, April.
    88. Inderst, Roman, 2007. "Leveraging buyer power," International Journal of Industrial Organization, Elsevier, vol. 25(5), pages 908-924, October.
    89. Luis Cabral, 2008. "Aftermarket Power and Basic Market Competition," Working Papers 08-20, New York University, Leonard N. Stern School of Business, Department of Economics.
    90. Inderst, Roman & Sartzetakis, Eftichios S. & Xepapadeas, Anastasios, 2022. "Firm Competition and Cooperation with Norm-Based Preferences for Sustainability," EconStor Preprints 259402, ZBW - Leibniz Information Centre for Economics.
    91. Chalioti, Evangelia & Serfes, Konstantinos, 2017. "Strategic incentives for innovations and market competition," International Journal of Industrial Organization, Elsevier, vol. 52(C), pages 427-449.
    92. James G. Mulligan & Nilotpal Das, 2005. "Persistent Adoption of Time-Saving Process Innovations," Working Papers 05-03, University of Delaware, Department of Economics.
    93. Aydemir, Zava & Schmutzler, Armin, 2008. "Small scale entry versus acquisitions of small firms: Is concentration self-reinforcing," Journal of Economic Behavior & Organization, Elsevier, vol. 65(1), pages 133-146, January.
    94. Kováč, Eugen & Schmidt, Robert C., 2014. "Market share dynamics in a duopoly model with word-of-mouth communication," Games and Economic Behavior, Elsevier, vol. 83(C), pages 178-206.
    95. Aija Leiponen, 2005. "Core complementarities of the corporation: organization of an innovating firm," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 351-365.
    96. Roman Inderst & Tommaso M. Valletti, 2008. "Buyer Power and the “Waterbed Effect”," CEIS Research Paper 107, Tor Vergata University, CEIS, revised 10 Jul 2008.
    97. Inderst, Roman & Shaffer, Greg, 2011. "Wholesale Price Determination Under the Threat of Demand-Side Substitution," MPRA Paper 53843, University Library of Munich, Germany.

  58. Susan Athey & Jonathan Levin, 2001. "Information and Competition in U.S. Forest Service Timber Auctions," Journal of Political Economy, University of Chicago Press, vol. 109(2), pages 375-417, April.
    See citations under working paper version above.
  59. Athey, Susan, 2001. "Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information," Econometrica, Econometric Society, vol. 69(4), pages 861-889, July.
    See citations under working paper version above.
  60. Athey, Susan & Bagwell, Kyle, 2001. "Optimal Collusion with Private Information," RAND Journal of Economics, The RAND Corporation, vol. 32(3), pages 428-465, Autumn.
    See citations under working paper version above.
  61. Susan Athey & John Roberts, 2001. "Organizational Design: Decision Rights and Incentive Contracts," American Economic Review, American Economic Association, vol. 91(2), pages 200-205, May.

    Cited by:

    1. Daniel Herbold & Heiner Schumacher, 2020. "Relational retention," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(4), pages 490-502, June.
    2. Marisa Ratto & Wendelin Schnedler, 2003. "Too few cooks spoil the broth," The Centre for Market and Public Organisation 03/090, The Centre for Market and Public Organisation, University of Bristol, UK.
    3. Herbst, P. & Prüfer, J., 2007. "Firms, Nonprofits, and Cooperatives : A Theory of Organizational Choice," Discussion Paper 2007-003, Tilburg University, Tilburg Law and Economic Center.
    4. Eric Zitzewitz, 2006. "Nationalism in Winter Sports Judging and Its Lessons for Organizational Decision Making," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(1), pages 67-99, March.
    5. Moriya, Fumitoshi & 森谷, 文利, 2007. "The Optimality of Delegation under Imperfect Commitment," Working Paper Series 061, Center for Japanese Business Studies (HJBS), Graduate School of Commerce and Management Hitotsubashi University.
    6. Addison, John T. & Teixeira, Paulino, 2021. "Worker Commitment and Establishment Performance," IZA Discussion Papers 14290, Institute of Labor Economics (IZA).
    7. Fehr, Ernst & Herz, Holger & Wilkening, Tom, 2012. "The Lure of Authority: Motivation and Incentive Effects of Power," IZA Discussion Papers 7030, Institute of Labor Economics (IZA).
    8. Baik, Bok & Evans, John H. & Kim, Kyonghee & Yanadori, Yoshio, 2016. "White collar incentives," Accounting, Organizations and Society, Elsevier, vol. 53(C), pages 34-49.
    9. John T. Addison & Paulino Teixeira, 2024. "Worker commitment and establishment performance in Europe," Manchester School, University of Manchester, vol. 92(1), pages 40-66, January.
    10. Margaret A. Abernethy & Jan Bouwens & Laurence Van Lent, 2013. "The Role of Performance Measures in the Intertemporal Decisions of Business Unit Managers," Contemporary Accounting Research, John Wiley & Sons, vol. 30(3), pages 925-961, September.
    11. Shuo Liu & Dimitri Migrow, 2019. "Designing organizations in volatile markets," ECON - Working Papers 319, Department of Economics - University of Zurich.
    12. Dey, Oindrila & Banerjee, Swapnendu, 2014. "Status and incentives: A critical survey," MPRA Paper 57658, University Library of Munich, Germany.
    13. Sarah Brown & Jolian McHardy & Robert McNabb & Karl Taylor, 2011. "Workplace Performance, Worker Commitment, and Loyalty," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 925-955, September.
    14. Samokhvalov Konstantin, 2024. "The Transformative Impact of Artificial Intelligence on the Management Consultancy Sector," Management Consulting Journal, Sciendo, vol. 7(1), pages 59-68, January.
    15. Dessein, Wouter & Lo, Desmond (Ho-Fu) & Minami, Chieko, 2019. "Coordination and Organization Design: Theory and Micro-evidence," CEPR Discussion Papers 13938, C.E.P.R. Discussion Papers.
    16. Kingwell, Ross S., 2003. "Institutional change and plant variety provision in Australia," 2003 Conference (47th), February 12-14, 2003, Fremantle, Australia 57905, Australian Agricultural and Resource Economics Society.
    17. Joshua R. Bruce & John M. de Figueiredo & Brian S. Silverman, 2019. "Public contracting for private innovation: Government capabilities, decision rights, and performance outcomes," Strategic Management Journal, Wiley Blackwell, vol. 40(4), pages 533-555, April.
    18. Amrit Tiwana & Stephen K. Kim, 2015. "Discriminating IT Governance," Information Systems Research, INFORMS, vol. 26(4), pages 656-674, December.
    19. Josh Lerner & Julie Wulf, 2006. "Innovation and Incentives: Evidence from Corporate R&D," NBER Working Papers 11944, National Bureau of Economic Research, Inc.
    20. Illoong Kwon, 2006. "Optimal Contracts for Long‐Term Decisions and the Threat of Dismissal," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(3), pages 735-761, September.
    21. Coleff, Joaquín, 2011. "Organizational design of multi-product multi-market firms," UC3M Working papers. Economics we1122, Universidad Carlos III de Madrid. Departamento de Economía.
    22. Kräkel, Matthias, 2021. "On the delegation of authority," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 965-981.
    23. Marisa Ratto & Wendelin Schnedler, 2005. "Division of Labour and Directed Production," The Centre for Market and Public Organisation 05/126, The Centre for Market and Public Organisation, University of Bristol, UK.
    24. Dudley Cooke & Ana P. Fernandes & Priscila Ferreira, 2020. "Entry Deregulation, Firm Organization and Wage Inequality," NIPE Working Papers 05/2020, NIPE - Universidade do Minho.
    25. Gerrit de Wit & Haibo Zhou, 2009. "Determinants and dimensions of firm growth," Scales Research Reports H200903, EIM Business and Policy Research.
    26. Jongwoon (Willie) Choi & Gary W. Hecht & William B. Tayler, 2013. "Strategy Selection, Surrogation, and Strategic Performance Measurement Systems," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 51(1), pages 105-133, March.
    27. Eric Van den Steen, 2010. "Interpersonal Authority in a Theory of the Firm," American Economic Review, American Economic Association, vol. 100(1), pages 466-490, March.
    28. Tigran Melkonyan, 2014. "Decentralization, Incentive Contracts and the Effect of Distortions in Performance Measures," Manchester School, University of Manchester, vol. 82(6), pages 631-652, December.
    29. Dessein, Wouter, 2012. "Incomplete Contracts and Firm Boundaries: New Directions," CEPR Discussion Papers 9019, C.E.P.R. Discussion Papers.
    30. Maria Guadalupe & Julie Wulf, 2008. "The Flattening Firm and Product Market Competition: The Effect of Trade Liberalization," NBER Working Papers 14491, National Bureau of Economic Research, Inc.
    31. Donal Crilly & Pamela Sloan, 2014. "Autonomy or Control? Organizational Architecture and Corporate Attention to Stakeholders," Organization Science, INFORMS, vol. 25(2), pages 339-355, April.
    32. Schöttner, Anja & Rohlfing-Bastian, Anna, 2016. "Optimal Allocation of Decision-Making Authority and the Provision of Incentives under Uncertainty," VfS Annual Conference 2016 (Augsburg): Demographic Change 145670, Verein für Socialpolitik / German Economic Association.
    33. Guadalupe, Maria & Wulf, Julie, 2009. "The Flattening Firm and Product Market Competition," CEPR Discussion Papers 7253, C.E.P.R. Discussion Papers.
    34. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2019. "A Structural Model of a Multitasking Salesforce: Multidimensional Incentives and Plan Design," Cowles Foundation Discussion Papers 2199R, Cowles Foundation for Research in Economics, Yale University, revised Apr 2021.
    35. Eric Van den Steen, 2009. "Authority versus Persuasion," American Economic Review, American Economic Association, vol. 99(2), pages 448-453, May.
    36. Renfu Luo & Grant Miller & Scott Rozelle & Sean Sylvia & Marcos Vera-Hernández, 2015. "Can Bureaucrats Really Be Paid Like CEOs? School Administrator Incentives for Anemia Reduction in Rural China," NBER Working Papers 21302, National Bureau of Economic Research, Inc.
    37. Alfredo De Massis & Kimberly A. Eddleston & Paola Rovelli, 2021. "Entrepreneurial by Design: How Organizational Design Affects Family and Non‐family Firms’ Opportunity Exploitation," Journal of Management Studies, Wiley Blackwell, vol. 58(1), pages 27-62, January.
    38. Robert S. Gibbons, 2010. "Inside Organizations: Pricing, Politics, and Path Dependence," Levine's Working Paper Archive 661465000000000249, David K. Levine.
    39. He Liu & Yun Bai & Zhiguang Huang & Han Qiao & Shouyang Wang, 2023. "Private banking development in China under two organizational structures: Economic analysis from an organizational innovation perspective," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
    40. Puschke, Kerstin, 2007. "Optimal hierarchies with diverse decision-makers," Discussion Papers 2007/10, Free University Berlin, School of Business & Economics.
    41. Wang, Tianxi, 2009. "Ownership, Control, and Incentive," Economics Discussion Papers 2955, University of Essex, Department of Economics.
    42. Helmut Bester & Daniel Krähmer, 2008. "Delegation and incentives," RAND Journal of Economics, RAND Corporation, vol. 39(3), pages 664-682, September.
    43. Choe, Chongwoo & In-Uck, Park, 2010. "Information, Authority, and Corporate Hierarchies," MPRA Paper 21865, University Library of Munich, Germany.
    44. DeVaro, Jed & Prasad, Suraj, 2013. "The Relationship Between Delegation and Incentives Across Occupations: Evidence and Theory," Working Papers 2013-05, University of Sydney, School of Economics.
    45. Guido Friebel & Michael Raith, 2010. "Resource Allocation and Organizational Form," American Economic Journal: Microeconomics, American Economic Association, vol. 2(2), pages 1-33, May.
    46. Alonso, Ricardo, 2009. "Strategic control and strategic communication," LSE Research Online Documents on Economics 58682, London School of Economics and Political Science, LSE Library.
    47. Andy Cosh & Xiaolan Fu & Alan Hughes, 2012. "Organisation structure and innovation performance in different environments," Small Business Economics, Springer, vol. 39(2), pages 301-317, September.
    48. Garicano, Luis & Rayo, Luis, 2015. "Why organizations fail: models and cases," CEPR Discussion Papers 10395, C.E.P.R. Discussion Papers.
    49. Matouschek, Niko & Dessein, Wouter & Alonso, Ricardo, 2006. "When Does Coordination Require Centralization?," CEPR Discussion Papers 5802, C.E.P.R. Discussion Papers.
    50. Liu, Shuo & Migrow, Dimitri, 2022. "When does centralization undermine adaptation?," Journal of Economic Theory, Elsevier, vol. 205(C).
    51. Ratto Marisa & Schnedler Wendelin, 2008. "Too Few Cooks Spoil the Broth: Division of Labor and Directed Production," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-19, August.
    52. Itoh, Hideshi & Kikutani, Tatsuya & Hayashida, Osamu, 2008. "Complementarities among authority, accountability, and monitoring: Evidence from Japanese business groups," Journal of the Japanese and International Economies, Elsevier, vol. 22(2), pages 207-228, June.
    53. Dey, Oindrila & Banerjee, Swapnendu, 2010. "Incentive, status and thereafter: A critical survey," MPRA Paper 57058, University Library of Munich, Germany.
    54. Corinne A. Coen & Catherine A. Maritan, 2011. "Investing in Capabilities: The Dynamics of Resource Allocation," Organization Science, INFORMS, vol. 22(1), pages 99-117, February.
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    56. Wouter Dessein & Luis Garicano & Robert Gertner, 2010. "Organizing for Synergies," American Economic Journal: Microeconomics, American Economic Association, vol. 2(4), pages 77-114, November.
    57. Julie Wulf, 2007. "Authority, Risk, And Performance Incentives: Evidence From Division Manager Positions Inside Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 55(1), pages 169-196, March.
    58. Maria De Paola & Vincenzo Scoppa, 2006. "Organizational Design, Project Selection, and Incentives," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 162(3), pages 424-449, September.
    59. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2022. "A Structural Model of a Multitasking Salesforce: Incentives, Private Information, and Job Design," Management Science, INFORMS, vol. 68(6), pages 4602-4630, June.
    60. Mustafa Dogan & Alexandre Jacquillat & Pinar Yildirim, 2024. "Strategic automation and decision‐making authority," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(1), pages 203-246, January.
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    Cited by:

    1. Evan Rawley & Timothy S. Simcoe, 2010. "Diversification, Diseconomies of Scope, and Vertical Contracting: Evidence from the Taxicab Industry," Management Science, INFORMS, vol. 56(9), pages 1534-1550, September.
    2. Alessandro Fedele & Andrea Mantovani, 2008. "Complementarity, Coordination, and Credit," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 164(2), pages 230-253, June.
    3. Tingliang Huang & Chao Liang & Jingqi Wang, 2018. "The Value of “Bespoke”: Demand Learning, Preference Learning, and Customer Behavior," Management Science, INFORMS, vol. 64(7), pages 3129-3145, July.
    4. Yingyi Qian & Gerard Roland & Chenggang Xu, 1999. "Coordinating Changes in M-form and U-form Organizations," William Davidson Institute Working Papers Series 284, William Davidson Institute at the University of Michigan.
    5. David Soberman & Hubert Gatignon, 2005. "Research Issues at the Boundary of Competitive Dynamics and Market Evolution," Marketing Science, INFORMS, vol. 24(1), pages 165-174, September.
    6. Eckel, Carsten & Unger, Florian, 2015. "Credit constraints, endogenous innovations, and price setting in international trade," Discussion Papers in Economics 24858, University of Munich, Department of Economics.
    7. Pan, Xiaojun & Li, Shoude, 2016. "Dynamic optimal control of process–product innovation with learning by doing," European Journal of Operational Research, Elsevier, vol. 248(1), pages 136-145.
    8. Genlong Guo & Shoude Li, 2023. "A dynamic analysis of a monopolist's efforts for improving product quality and process innovation with reference price effects under linear demand," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 2328-2345, June.
    9. Fabio Dio & Luca Correani, 2020. "Quality-improving and cost-reducing strategic alliances," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(2), pages 493-524, July.
    10. A. Leiponen, 1997. "Dynamic Competences and Firm Performance," Working Papers ir97006, International Institute for Applied Systems Analysis.
    11. Dennis J. Snower & Alessio J. G. Brown & Christian Merkl, 2009. "Globalization and the Welfare State: A Review of Hans-Werner Sinn's Can Germany Be Saved?," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 136-158, March.
    12. Jinyoung Kim, 2010. "Patent Portfolio Management of Sequential Innovations," Discussion Paper Series 1005, Institute of Economic Research, Korea University.
    13. R. Amir & A. Mantovani, 2003. "Self-organised Criticality and Technological Convergence," Working Papers 470, Dipartimento Scienze Economiche, Universita' di Bologna.
    14. N. Lacetera & L. Zirulia, 2008. "Knowledge Spillovers, Competition, and R&D Incentive Contracts," Working Papers 624, Dipartimento Scienze Economiche, Universita' di Bologna.
    15. Jean-Marc Blazy & M’hand Fares & Alban Thomas, 2025. "Are less polluting and synergistic farming technologies complementary?," Post-Print hal-05008165, HAL.
    16. Jinyoung Kim, 2015. "Patent Portfolio Management of Sequential Innovations: Theory and Empirics," Discussion Paper Series 1504, Institute of Economic Research, Korea University.
    17. Rouvinen, Petri, 1999. "Characteristics of Product and Process Innovators among Finnish Manufacturing Firms," Discussion Papers 690, The Research Institute of the Finnish Economy.
    18. Andrea Mantovani, 2006. "Complementarity between product and process innovation in a monopoly setting," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(3), pages 219-234.
    19. Susan Athey & Armin Schmutzler, 1999. "Innovation and the Emergence of Market Dominance," SOI - Working Papers 9906, Socioeconomic Institute - University of Zurich.
    20. Daron Acemoglu & Philippe Aghion & Rachel Griffith & Fabrizio Zilibotti, 2004. "Vertical integration and technology: theory and evidence," IFS Working Papers W04/34, Institute for Fiscal Studies.
    21. Anders Rosenstand Laugesen, 2015. "Asymmetric Monotone Comparative Statics for the Industry Compositions," Economics Working Papers 2015-22, Department of Economics and Business Economics, Aarhus University.
    22. Immordino Giovanni, 2009. "Advertising and Cost Reduction," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 9(1), pages 1-15, April.
    23. Alexandr Knobel, 2010. "Factors of important Tariff Information," Research Paper Series, Gaidar Institute for Economic Policy, issue 143P.
    24. Hennessy, David A., 1997. "The short- and long-run comparative statics of uncertainty," Economics Letters, Elsevier, vol. 55(3), pages 347-353, September.
    25. Amir, Rabah & Evstigneev, Igor & Wooders, John, 2003. "Noncooperative versus cooperative R&D with endogenous spillover rates," Games and Economic Behavior, Elsevier, vol. 42(2), pages 183-207, February.
    26. Bourreau, Marc & Dogan, PInar, 2010. "Cooperation in product development and process R&D between competitors," International Journal of Industrial Organization, Elsevier, vol. 28(2), pages 176-190, March.
    27. Cefis, Elena & Marsili, Orietta, 2012. "Going, going, gone. Exit forms and the innovative capabilities of firms," Research Policy, Elsevier, vol. 41(5), pages 795-807.
    28. Tobias Kretschmer & Eugenio Miravete & José Pernías, 2009. "Competitive Pressure and the Adoption of Complementary Innovations," Working Papers 09-22, NET Institute, revised Sep 2009.
    29. Avni Zafer Acar & Pınar Acar & Mustafa Aslan & İpek Yaylalı & Onur Kemal Yılmaz, 2025. "The Role of Eco-Innovation and Environmental Management Accounting in Fostering Performance Effect by Green Dynamic Capabilities in the Hotel Industry," Sustainability, MDPI, vol. 17(21), pages 1-19, October.
    30. S. Hati & K. Maity, 2023. "Product process innovation model of fuzzy optimal control of nonlinear system with finite time horizon under granular differentiability concept," OPSEARCH, Springer;Operational Research Society of India, vol. 60(2), pages 753-775, June.
    31. Yasunori Ishii, 2017. "International asymmetric R&D rivalry and industrial strategy," Journal of Economics, Springer, vol. 122(3), pages 267-278, November.
    32. Takii, Katsuya, 2007. "The value of adaptability--Through the analysis of a firm's prediction ability," Journal of Economics and Business, Elsevier, vol. 59(2), pages 144-162.
    33. Aldónio Ferreira & Carly Moulang & Bayu Hendro, 2010. "Environmental management accounting and innovation: an exploratory analysis," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 23(7), pages 920-948, September.
    34. Swati Dhingra, 2011. "Trading Away Wide Brands for Cheap Brands," CEP Discussion Papers dp1103, Centre for Economic Performance, LSE.
    35. Etro, Federico, 2019. "Mergers of complements and entry in innovative industries," International Journal of Industrial Organization, Elsevier, vol. 65(C), pages 302-326.
    36. E. Bacchiega & L. Lambertini & A. Mantovani, 2007. "Process and product innovation in a vertically differentiated industry," Working Papers 583, Dipartimento Scienze Economiche, Universita' di Bologna.
    37. Belderbos, R.A. & Carree, M.A. & Lokshin, B., 2006. "Complementarity in R&D cooperation strategies," Research Memorandum 013, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    38. Masso, Jaan & Tiwari, Amaresh K., 2024. "Productivity impacts of R&D and non-R&D modes of technological change for incumbents and entrants in a catching-up economy," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    39. Dawid, Herbert & Kopel, Michael & Kort, Peter M., 2010. "Innovation threats and strategic responses in oligopoly markets," Journal of Economic Behavior & Organization, Elsevier, vol. 75(2), pages 203-222, August.
    40. Even Caroli & John Van Reenen, 1999. "Organization, skill and technology: evidence from a panel of British and French establishments," IFS Working Papers W99/23, Institute for Fiscal Studies.
    41. Arghya Ghosh & Takao Kato & Hodaka Morita, 2012. "Continuous improvement and competitive pressure in the presence of discrete innovation," Discussion Papers 2012-17, School of Economics, The University of New South Wales.
    42. David A. Hennessy, 1999. "Input Decisions and Price‐Quality Schedules," Southern Economic Journal, John Wiley & Sons, vol. 66(1), pages 168-177, July.
    43. Yingyi Qian & Gerard Roland & Chenggang Xu, 2003. "Coordinating Tasks in M-Form and U-Form Organisations," STICERD - Theoretical Economics Paper Series 458, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    44. Maria Rosa Battaggion & Piero Tedeschi, 2021. "How do demand and costs affect the nature of innovation?," Journal of Economics, Springer, vol. 133(3), pages 199-238, August.
    45. Knobel, A., 2009. "Vertical Integration and Economic Growth: An Empirical Study," Journal of the New Economic Association, New Economic Association, issue 3-4, pages 54-70.
    46. Bondarev, Anton A., 2010. "The long run Dynamics of heterogeneous Product and Process Innovations for a Multi Product Monopolist," MPRA Paper 35195, University Library of Munich, Germany, revised 26 Nov 2011.
    47. Martimort, David & Straub, Stéphane, 2012. "How to Design Infrastructure Contracts in a Warming World? A Critical Appraisal of Public-Private Partnerships," IDEI Working Papers 724, Institut d'Économie Industrielle (IDEI), Toulouse.
    48. Samoilenko, Sergey & Osei-Bryson, Kweku-Muata, 2008. "An exploration of the effects of the interaction between ICT and labor force on economic growth in transition economies," International Journal of Production Economics, Elsevier, vol. 115(2), pages 471-481, October.
    49. Jeffrey R. Campbell & Jonas D. M. Fisher, 2004. "Idiosyncratic Risk and Aggregate Employment Dynamics," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(2), pages 331-353, April.
    50. Ayşe Günsel & Atif Açikgöz, 2013. "The Effects of Team Flexibility and Emotional Intelligence on Software Development Performance," Group Decision and Negotiation, Springer, vol. 22(2), pages 359-377, March.
    51. Luca Lambertini & Andrea Mantovani, 2010. "Process and product innovation: A differential game approach to product life cycle," International Journal of Economic Theory, The International Society for Economic Theory, vol. 6(2), pages 227-252, June.
    52. Levin, Mark (Левин, Марк) & Matrosova, K. (Матросова, К.), 2016. "Research, Modeling and Process Management Dissemination of Innovations in Socio-Economic Systems [Исследование, Моделирование И Управление Процессами Распространения Инноваций В Социально-Экономиче," Working Papers 1443, Russian Presidential Academy of National Economy and Public Administration.
    53. Peter Arendorf Bache & Anders Laugesen, 2013. "Monotone Comparative Statics for the Industry Composition," Economics Working Papers 2013-10, Department of Economics and Business Economics, Aarhus University.
    54. Emre Demirok, 2025. "Branding in Digital Entrepreneurship: Evaluating Branding Criteria in IT Entrepreneurship," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(10), pages 1107-1124, October.
    55. Leiponen, Aija, 2002. "Competencies and Firm Performance - Increasing Returns from Knowledge Complementaries?," Discussion Papers 703, The Research Institute of the Finnish Economy.
    56. Hyunbae Chun & Sung-Bae Mun, 2014. "Innovative Activities of an Incumbent and a Potential Entrant: An Empirical Exploration of the Role of Uncertainty in Product and Process Innovations," Working Papers 1406, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    57. Souresh Saha, 2007. "Consumer preferences and product and process R&D," RAND Journal of Economics, RAND Corporation, vol. 38(1), pages 250-268, March.
    58. Laura Abramovsky & Rachel Griffith, 2005. "Outsourcing and offshoring of business services: how important is ICT?," IFS Working Papers W05/22, Institute for Fiscal Studies.
    59. Yingyi Qian & Gerard Roland & Chenggang Xu, 2001. "Attribute Coordination in Organizations," Annals of Economics and Finance, Society for AEF, vol. 2(2), pages 487-518, November.
    60. Saha, Souresh, 2014. "Firm's objective function and product and process R&D," Economic Modelling, Elsevier, vol. 36(C), pages 484-494.
    61. Hennessy, David A., 1998. "Risk Market Innovations and Choice," International Review of Economics & Finance, Elsevier, vol. 7(3), pages 331-341.
    62. Novo-Peteiro, Jose A., 2000. "New technologies, information reusability and diversification: A simple model of a banking firm," Information Economics and Policy, Elsevier, vol. 12(1), pages 69-88, March.
    63. Jeffrey R. Campbell & Jonas D.M. Fisher, 1998. "Organizational Flexibility and Employment Dynamics at Young and Old Plants," NBER Working Papers 6809, National Bureau of Economic Research, Inc.
    64. Chenavaz, Régis, 2012. "Dynamic pricing, product and process innovation," European Journal of Operational Research, Elsevier, vol. 222(3), pages 553-557.
    65. Derek G. Brewin & Daniel C. Monchuk & Mark D. Partridge, 2009. "Examining the Adoption of Product and Process Innovations in the Canadian Food Processing Industry," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(1), pages 75-97, March.
    66. Amir, Rabah & Wooders, John, 2000. "One-Way Spillovers, Endogenous Innovator/Imitator Roles, and Research Joint Ventures," Games and Economic Behavior, Elsevier, vol. 31(1), pages 1-25, April.
    67. Laura Abramovsky & Rachel Griffith, 2009. "ICT, corporate restructuring and productivity," IFS Working Papers W09/10, Institute for Fiscal Studies.
    68. Spyros Arvanitis & Euripidis N. Loukis, 2014. "Investigating the effects of ICT on innovation and performance of European hospitals," KOF Working papers 14-366, KOF Swiss Economic Institute, ETH Zurich.
    69. Iordanis Petsas & Christos Giannikos, 2005. "Process versus Product Innovation in Multiproduct Firms," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 4(3), pages 231-248, December.
    70. Rosa Bernardini Papalia & Silvia Bertarelli & Susanna Mancinelli, 2018. "Innovation, complementarity, and exporting. Evidence from German manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(1), pages 3-38, January.
    71. Jaan Masso & Amaresh K Tiwari, 2022. "Productivity Implications of R&D, Innovation, and Capital Accumulation for Incumbents and Entrants: Perspectives from a Catching-up Economy," Papers 2205.10540, arXiv.org.
    72. Cesare Dosi & Michele Moretto, 2001. "Is Ecolabelling a Reliable Environmental Policy Measure?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 18(1), pages 113-127, January.
    73. Patsy Govender, 2012. "Do Not ‘Hit and Miss’ Or ‘Spray and Pray’, Diagnose First," Journal of Economics and Behavioral Studies, AMH International, vol. 4(12), pages 677-690.
    74. Abdulkareem Salameh Awwad & Omar Mohammed Ali Ababneh & Mahmoud Karasneh, 2022. "The Mediating Impact of IT Capabilities on the Association between Dynamic Capabilities and Organizational Agility: The Case of the Jordanian IT Sector," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(3), pages 315-330, September.
    75. Jan W. Rivkin, 2001. "Reproducing Knowledge: Replication Without Imitation at Moderate Complexity," Organization Science, INFORMS, vol. 12(3), pages 274-293, June.
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    81. Jinyoung Kim, 2015. "Patent Portfolio Management of Sequential Inventions: Evidence from US Patent Renewal Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 47(2), pages 195-218, September.
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Chapters

  1. Susan Athey, 2018. "The Impact of Machine Learning on Economics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 507-547, National Bureau of Economic Research, Inc.

    Cited by:

    1. Blanquero, Rafael & Carrizosa, Emilio & Molero-Río, Cristina & Romero Morales, Dolores, 2020. "Sparsity in optimal randomized classification trees," European Journal of Operational Research, Elsevier, vol. 284(1), pages 255-272.
    2. Castle, Jennifer L. & Doornik, Jurgen A. & Hendry, David F., 2021. "Modelling non-stationary ‘Big Data’," International Journal of Forecasting, Elsevier, vol. 37(4), pages 1556-1575.
    3. Onder Ozgur & Erdal Tanas Karagol & Fatih Cemil Ozbugday, 2021. "Machine learning approach to drivers of bank lending: evidence from an emerging economy," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-29, December.
    4. Longo, Luigi & Riccaboni, Massimo & Rungi, Armando, 2022. "A neural network ensemble approach for GDP forecasting," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
    5. René Böheim & Philipp Stöllinger, 2020. "Decomposition of the Gender Wage Gap using the LASSO Estimator," Economics working papers 2020-03, Department of Economics, Johannes Kepler University Linz, Austria.
    6. Philippe Goulet Coulombe & Maxime Leroux & Dalibor Stevanovic & Stéphane Surprenant, 2019. "How is Machine Learning Useful for Macroeconomic Forecasting?," CIRANO Working Papers 2019s-22, CIRANO.
    7. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    8. Chen, Ying & Kimura, Yosuke & Inoue, Kotaro, 2025. "How does managerial perception of uncertainty affect corporate investment during the COVID-19 pandemic: A text mining approach," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
    9. Michael Allan Ribers & Hannes Ullrich, 2020. "Machine Predictions and Human Decisions with Variation in Payoffs and Skills," Discussion Papers of DIW Berlin 1911, DIW Berlin, German Institute for Economic Research.
    10. Peng, Qiao & McKillop, Donal & Quinn, Barry & Liu, Kailong, 2025. "Modeling and predicting failure in US credit unions," International Journal of Forecasting, Elsevier, vol. 41(3), pages 1237-1259.
    11. Emilio Colombo & Matteo Pelagatti, 2019. "Statistical Learning and Exchange Rate Forecasting," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis1901, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    12. Manav Raj & Robert Seamans, 2019. "Primer on artificial intelligence and robotics," Journal of Organization Design, Springer;Organizational Design Community, vol. 8(1), pages 1-14, December.
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    Cited by:

    1. Alexander Teytelboym & Shengwu Li & Scott Duke Kominers & Mohammad Akbarpour & Piotr Dworczak, 2021. "Discovering Auctions: Contributions of Paul Milgrom and Robert Wilson," Scandinavian Journal of Economics, Wiley Blackwell, vol. 123(3), pages 709-750, July.
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