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Matias D. Cattaneo

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Matias D. Cattaneo & Sebastian Galiani & Paul J. Gertler & Sebastian Martinez & Rocio Titiunik, 2009. "Housing, Health, and Happiness," American Economic Journal: Economic Policy, American Economic Association, vol. 1(1), pages 75-105, February.

    Mentioned in:

    1. Housing, Health, and Happiness (American Economic Journal: Economic Policy 2009) in ReplicationWiki ()

Working papers

  1. Matias D. Cattaneo & Nicolas Idrobo & Rocio Titiunik, 2023. "A Practical Introduction to Regression Discontinuity Designs: Extensions," Papers 2301.08958, arXiv.org, revised Mar 2024.

    Cited by:

    1. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    2. Didier Nibbering & Matthijs Oosterveen, 2023. "Instrument-based estimation of full treatment effects with movers," Papers 2306.07018, arXiv.org.
    3. Yiwei Sun, 2023. "Extrapolating Away from the Cutoff in Regression Discontinuity Designs," Papers 2311.18136, arXiv.org.
    4. Likai Chen & Georg Keilbar & Liangjun Su & Weining Wang, 2023. "Tests for Many Treatment Effects in Regression Discontinuity Panel Data Models," Papers 2312.01162, arXiv.org.
    5. Atay, Salim & Asik, Gunes A. & Tumen, Semih, 2023. "Impact of Graduating with Honors on Entry Wages of Economics Majors," IZA Discussion Papers 16080, Institute of Labor Economics (IZA).

  2. Matias D. Cattaneo & Ricardo P. Masini & William G. Underwood, 2022. "Yurinskii's Coupling for Martingales," Papers 2210.00362, arXiv.org, revised Mar 2024.

    Cited by:

    1. Luis Alvarez & Cristine Pinto, 2023. "A maximal inequality for local empirical processes under weak dependence," Papers 2307.01328, arXiv.org.
    2. Demian Pouzo, 2024. "Maximal Inequalities for Empirical Processes under General Mixing Conditions with an Application to Strong Approximations," Papers 2402.11394, arXiv.org, revised Apr 2024.
    3. Giovanni Ballarin, 2023. "Impulse Response Analysis of Structural Nonlinear Time Series Models," Papers 2305.19089, arXiv.org, revised Aug 2023.

  3. Matias D. Cattaneo & Yingjie Feng & Filippo Palomba & Rocio Titiunik, 2022. "scpi: Uncertainty Quantification for Synthetic Control Methods," Papers 2202.05984, arXiv.org, revised Oct 2022.

    Cited by:

    1. Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
    2. Matias D. Cattaneo & Yingjie Feng & Filippo Palomba & Rocio Titiunik, 2022. "Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption," Papers 2210.05026, arXiv.org, revised Sep 2023.
    3. Ursula Muench & Armin Nassehi & Joe Kaeser & Knut Bergmann & Matthias Diermeier & Florian Dorn & David Gstrein & Florian Neumeier & Manuel Funke & Moritz Schularick & Christoph Trebesch & Kerim Peren , 2024. "Wohlstand in Gefahr? Ursachen und Folgen von Populismus," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 77(03), pages 03-32, March.

  4. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2021. "Covariate Adjustment in Regression Discontinuity Designs," Papers 2110.08410, arXiv.org, revised Aug 2022.

    Cited by:

    1. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    2. Penney, Jeffrey & Lehrer, Steven F. & Bernal, Gloria L. & Reyes, Luis Carlos, 2023. "Do opportunities for low-income students at top colleges promote academic success? Evidence from Colombia's Ser Pilo Paga program," CLEF Working Paper Series 64, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    3. Nicola Fontana & Tommaso Nannicini & Guido Tabellini, 2017. "Historical Roots of Political Extremism: The Effects of Nazi Occupation of Italy," CESifo Working Paper Series 6838, CESifo.
    4. Fürstenau, Elisabeth & Gohl, Niklas & Haan, Peter & Weinhardt, Felix, 2023. "Working life and human capital investment: Causal evidence from a pension reform," Labour Economics, Elsevier, vol. 84(C).
    5. Bragança, Arthur & Dahis, Ricardo, 2022. "Cutting special interests by the roots: Evidence from the Brazilian Amazon," Journal of Public Economics, Elsevier, vol. 215(C).
    6. Mari, Gabriele, 2023. "Less for more? Cuts to child benefits, family adjustments, and long-run child outcomes in larger families," SocArXiv e3n82, Center for Open Science.
    7. Junquera, Álvaro F., 2024. "More money, more effect? Employment effects of job search programs in Veneto," SocArXiv rjshu, Center for Open Science.
    8. Rivers, Nicholas & Woerman, Matt & Yassin, Kareman, 2023. "Yellow Vests, Pessimistic Beliefs, and Carbon Tax Aversion (2022): A Comment," I4R Discussion Paper Series 58, The Institute for Replication (I4R).
    9. Han, Luyi & Pan, Yuxuan & Goetz, Stephan J. & Rupasingha, Anil, 2023. "Impact of Community Reinvestment Act on Minority and Female Employment Growth," 2023 Annual Meeting, July 23-25, Washington D.C. 335703, Agricultural and Applied Economics Association.
    10. Ayad, Fayssal, 2023. "Mapping the path forward: A prospective model of natural resource depletion and sustainable development," Resources Policy, Elsevier, vol. 85(PA).
    11. Geloso, Vincent & Kufenko, Vadim & Arsenault-Morin, Alex P., 2023. "The lesser shades of labor coercion: The impact of seigneurial tenure in nineteenth-century Quebec," Journal of Development Economics, Elsevier, vol. 163(C).
    12. Ruiqi Rich Zhu & Cheng He & Yu Jeffrey Hu, 2023. "The Effect of Product Recommendations on Online Investor Behaviors," Papers 2303.14263, arXiv.org, revised Nov 2023.
    13. de Bruijn, Ernst-Jan & Vethaak, Heike & Koning, Pierre & Knoef, Marike, 2023. "Debt Relief for the Financially Vulnerable: Impact on Employment, Welfare Receipt, and Mental Health," IZA Discussion Papers 16336, Institute of Labor Economics (IZA).
    14. Haitian Xie, 2022. "Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs," Papers 2204.08168, arXiv.org, revised Jul 2022.

  5. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Local Regression Distribution Estimators," Papers 2009.14367, arXiv.org, revised Jan 2021.

    Cited by:

    1. Nakamura, Ryota & Albanese, Andrea & Coombes, Emma & Suhrcke, Marc, 2021. "Do Economic Incentives Promote Physical Activity? Evidence from the London Congestion Charge," GLO Discussion Paper Series 1006, Global Labor Organization (GLO).
    2. Masaki Takahashi, 2023. "Insurance coverage, long-term care utilization, and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(8), pages 1383-1397, November.
    3. Albanese, Andrea & Fallucchi, Francesco & Verheyden, Bertrand, 2021. "Can a supranational medicines agency restore trust after vaccine suspensions? The case of Vaxzevria," GLO Discussion Paper Series 878, Global Labor Organization (GLO).
    4. Jorge Alé-Chilet & Sarah Moshary, 2022. "Beyond Consumer Switching: Supply Responses to Food Packaging and Advertising Regulations," Marketing Science, INFORMS, vol. 41(2), pages 243-270, March.
    5. Collin, Matthew & Talbot, Theodore, 2023. "Are age-of-marriage laws enforced? Evidence from developing countries," Journal of Development Economics, Elsevier, vol. 160(C).
    6. Günther, Jutta (Ed.) & Wedemeier, Jan (Ed.), 2020. "Struktureller Umbruch durch COVID-19: Implikationen für die Innovationspolitik im Land Bremen," HWWI Policy Papers 128, Hamburg Institute of International Economics (HWWI).

  6. Matias D. Cattaneo & Rocio Titiunik & Gonzalo Vazquez-Bare, 2019. "The Regression Discontinuity Design," Papers 1906.04242, arXiv.org, revised Jun 2020.

    Cited by:

    1. Luca Villamaina & Paolo Acciari, 2023. "Taxation and labour supply decisions: an evaluation of the earned income tax credit in Italy," Working Papers wp2023-20, Ministry of Economy and Finance, Department of Finance.
    2. Julieta Peveri & Marc Sangnier, 2021. "Gender differences in re-contesting decisions: New evidence from French municipal elections," Working Papers halshs-03349740, HAL.
    3. Meltem Dayioglu Tayfur & Muserref Kucukbayrak & Semih Tumen, 2020. "The Impact of Age-Specific Minimum Wages on Youth Employment and Education: A Regression Discontinuity Analysis," Working Papers 1431, Economic Research Forum, revised 20 Dec 2020.
    4. Yoici Arai & Taisuke Otsu & Myung Hwan Seo, 2022. "Regression discontinuity design with potentially many covariates," STICERD - Econometrics Paper Series 626, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    5. Penney, Jeffrey & Lehrer, Steven F. & Bernal, Gloria L. & Reyes, Luis Carlos, 2023. "Do opportunities for low-income students at top colleges promote academic success? Evidence from Colombia's Ser Pilo Paga program," CLEF Working Paper Series 64, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    6. Torres, Santiago, 2023. "Addressing Bias in Politician Characteristic Regression Discontinuity Designs," Documentos CEDE 20304, Universidad de los Andes, Facultad de Economía, CEDE.
    7. Lehmann, Timo & Weber, Matthias, 2021. "IPO Underpricing and Aftermarket Price Accuracy: Auctions vs. Bookbuilding in Japan," SocArXiv sa385, Center for Open Science.
    8. Victor Hernandez Martinez & Kaixin Liu, 2022. "The Value of Unemployment Insurance: Liquidity vs. Insurance Value," Working Papers 22-16, Federal Reserve Bank of Cleveland.
    9. Leandro De Magalhaes & Isabel Spirgel-Sinclair, 2021. "Could Regression Discontinuity estimates of incumbency e ects help monitor parliamentary elections? Evidence from Malawi," Bristol Economics Discussion Papers 21/741, School of Economics, University of Bristol, UK.
    10. Nicola Fontana & Tommaso Nannicini & Guido Tabellini, 2017. "Historical Roots of Political Extremism: The Effects of Nazi Occupation of Italy," CESifo Working Paper Series 6838, CESifo.
    11. Jerome Archambault & Stanley L. Winer, 2023. "Political Competitiveness, Regression Discontinuity and the Incumbency Effect," CESifo Working Paper Series 10356, CESifo.
    12. Matilde Cappelletti & Leonardo M. Giuffrida & Gabriele Rovigatti & Leonardo Maria Giuffrida, 2022. "Procuring Survival," CESifo Working Paper Series 10124, CESifo.
    13. Eggers, Andrew C. & Ellison, Martin & Lee, Sang Seok, 2021. "The economic impact of recession announcements," Journal of Monetary Economics, Elsevier, vol. 120(C), pages 40-52.
    14. Fürstenau, Elisabeth & Gohl, Niklas & Haan, Peter & Weinhardt, Felix, 2023. "Working life and human capital investment: Causal evidence from a pension reform," Labour Economics, Elsevier, vol. 84(C).
    15. Bragança, Arthur & Dahis, Ricardo, 2022. "Cutting special interests by the roots: Evidence from the Brazilian Amazon," Journal of Public Economics, Elsevier, vol. 215(C).
    16. Hong, Suting & Li, Guangwei & Wang, Wangshuai & Zhao, Zhiqi, 2022. "Does winning a venture competition encourage entrepreneurial exploration? Evidence from China," China Economic Review, Elsevier, vol. 76(C).
    17. Emil Aas Stoltenberg, 2022. "Regression discontinuity design with right-censored survival data," Papers 2210.02548, arXiv.org.
    18. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2021. "Covariate Adjustment in Regression Discontinuity Designs," Papers 2110.08410, arXiv.org, revised Aug 2022.
    19. Mari, Gabriele, 2023. "Less for more? Cuts to child benefits, family adjustments, and long-run child outcomes in larger families," SocArXiv e3n82, Center for Open Science.
    20. Junquera, Álvaro F., 2024. "More money, more effect? Employment effects of job search programs in Veneto," SocArXiv rjshu, Center for Open Science.
    21. Rivers, Nicholas & Woerman, Matt & Yassin, Kareman, 2023. "Yellow Vests, Pessimistic Beliefs, and Carbon Tax Aversion (2022): A Comment," I4R Discussion Paper Series 58, The Institute for Replication (I4R).
    22. Han, Luyi & Pan, Yuxuan & Goetz, Stephan J. & Rupasingha, Anil, 2023. "Impact of Community Reinvestment Act on Minority and Female Employment Growth," 2023 Annual Meeting, July 23-25, Washington D.C. 335703, Agricultural and Applied Economics Association.
    23. Ayad, Fayssal, 2023. "Mapping the path forward: A prospective model of natural resource depletion and sustainable development," Resources Policy, Elsevier, vol. 85(PA).
    24. Geloso, Vincent & Kufenko, Vadim & Arsenault-Morin, Alex P., 2023. "The lesser shades of labor coercion: The impact of seigneurial tenure in nineteenth-century Quebec," Journal of Development Economics, Elsevier, vol. 163(C).
    25. Samantha E. Clark & Ruth Etzioni & Jerry Radich & Zachary Marcum & Anirban Basu, 2023. "The price elasticity of Gleevec in patients with Chronic Myeloid Leukemia enrolled in Medicare Part D: Evidence from a regression discontinuity design," Papers 2305.06076, arXiv.org.
    26. Kumar, Himangshu, 2020. "Hearts and Minds: What explains the intensity of insurgent violence in India’s NER?," MPRA Paper 103778, University Library of Munich, Germany.
    27. Ruiqi Rich Zhu & Cheng He & Yu Jeffrey Hu, 2023. "The Effect of Product Recommendations on Online Investor Behaviors," Papers 2303.14263, arXiv.org, revised Nov 2023.
    28. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    29. Bedri Kamil Onur Tas, 2023. "Bunching below thresholds to manipulate public procurement," Empirical Economics, Springer, vol. 64(1), pages 303-319, January.
    30. de Bruijn, Ernst-Jan & Vethaak, Heike & Koning, Pierre & Knoef, Marike, 2023. "Debt Relief for the Financially Vulnerable: Impact on Employment, Welfare Receipt, and Mental Health," IZA Discussion Papers 16336, Institute of Labor Economics (IZA).
    31. Timo Lehmann & Matthias Weber, 2023. "Auctions versus bookbuilding: The effects of IPO regulation in Japan," The Financial Review, Eastern Finance Association, vol. 58(1), pages 117-141, February.
    32. Helene Maghin, 2022. "Cracks in the Boards: The Opportunity Cost of Governance Homogeneity," CESifo Working Paper Series 9816, CESifo.
    33. Crespo Cristian, 2020. "Beyond Manipulation: Administrative Sorting in Regression Discontinuity Designs," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 164-181, January.

  7. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2019. "lpdensity: Local Polynomial Density Estimation and Inference," Papers 1906.06529, arXiv.org, revised Feb 2021.

    Cited by:

    1. Matteo Picchio & Mattia Filomena, 2021. "Retirement And Health Outcomes In A Metaanalytical Framework," Working Papers 458, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.

  8. Matias D. Cattaneo & Michael Jansson, 2019. "Average Density Estimators: Efficiency and Bootstrap Consistency," Papers 1904.09372, arXiv.org, revised Dec 2020.

    Cited by:

    1. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    2. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP54/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

  9. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Yingjie Feng, 2019. "Binscatter Regressions," Papers 1902.09615, arXiv.org, revised Jul 2023.

    Cited by:

    1. Stefano Eusepi & Giorgio Topa & Andrea Tambalotti & Richard Crump, 2016. "Subjective Intertemporal Substitution," 2016 Meeting Papers 83, Society for Economic Dynamics.
    2. Evan Starr & Brent Goldfarb, 2020. "Binned scatterplots: A simple tool to make research easier and better," Strategic Management Journal, Wiley Blackwell, vol. 41(12), pages 2261-2274, December.

  10. Matias D. Cattaneo & Nicolas Idrobo & Rocio Titiunik, 2019. "A Practical Introduction to Regression Discontinuity Designs: Foundations," Papers 1911.09511, arXiv.org.

    Cited by:

    1. Bellodi, Luca & Docquier, Frédéric & Iandolo, Stefano & Morelli, Massimo & Turati, Riccardo, 2024. "Digging up Trenches: Populism, Selective Mobility, and the Political Polarization of Italian Municipalities," IZA Discussion Papers 16732, Institute of Labor Economics (IZA).
    2. Akbulut-Yuksel, Mevlude & Boulatoff, Catherine, 2020. "The Effects of a Green Nudge on Municipal Solid Waste: Evidence from a Clear Bag Policy," IZA Discussion Papers 13925, Institute of Labor Economics (IZA).
    3. Camarero Garcia, Sebastian & Hansch, Michelle, 2020. "The effect of unemployment insurance benefits on (self-)employment: Two sides of the same coin?," ZEW Discussion Papers 20-062, ZEW - Leibniz Centre for European Economic Research.
    4. Luca Bellodi & Massimo Morelli & Matia Vannoni, 2021. "A Costly Commitment: Populism, Government Performance, and the Quality of Bureaucracy," CESifo Working Paper Series 9470, CESifo.
    5. Kohei Takahashi & Yuki Hashimoto, 2023. "Small grant subsidy application effects on productivity improvement: evidence from Japanese SMEs," Small Business Economics, Springer, vol. 60(4), pages 1631-1658, April.
    6. Travis Campbell & Yana van der Meulen Rodgers, 2022. "Health insurance coverage and health outcomes among transgender adults in the United States," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 973-992, June.
    7. Zhuang Hao & Huihui Cheng & Till Bärnighausen & Simiao Chen, 2024. "The effects of parental retirement on adult children's health: Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 33(1), pages 12-20, January.
    8. Shamsuddin, Mrittika & Acosta, Pablo A. & Schwengber, Rovane Battaglin & Fix, Jedediah & Pirani, Nikolas, 2022. "The Labor Market Impacts of Venezuelan Refugees and Migrants in Brazil," IZA Discussion Papers 15384, Institute of Labor Economics (IZA).
    9. Mario Carillo & Gemma Dipoppa & Shanker Satyanath, 2023. "Fascist ideology and migrant labor exploitation," Economics Working Papers 1865, Department of Economics and Business, Universitat Pompeu Fabra.
    10. Ramiro Losada, Albert Martínez Pastor, 2023. "Analysys of the implementation of the Spanish Financial Transaction Tax in equity markets," CNMV Working Papers CNMV Working Papers no. 8, CNMV- Spanish Securities Markets Commission - Research and Statistics Department.
    11. Nathan Kettlewell & Peter Siminski, 2022. "Optimal Model Selection in RDD and Related Settings Using Placebo Zones," Papers 2212.04043, arXiv.org.
    12. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    13. Panagiotis Avramidis & George Pennacchi & Konstantinos Serfes & Kejia Wu, 2022. "The Role of Regulation and Bank Competition in Small Firm Financing: Evidence from the Community Reinvestment Act," Working Papers 22-06, Federal Reserve Bank of Philadelphia.
    14. Kim, Jeong-Bon & Zhang, Eliza Xia & Zhong, Kai, 2021. "Does unionization affect the manager–shareholder conflict? Evidence from firm-specific stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 69(C).
    15. Bernard Black & Woochan Kim & Julia Nasev, 2021. "The Effect of Board Structure on Firm Disclosure and Behavior: A Case Study of Korea and a Comparison of Research Designs," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 18(2), pages 328-376, June.
    16. Ramiro Losada, Albert Martínez Pastor, 2023. "Análisis sobre la implantación del impuesto español sobre transacciones financieras en los mercados de renta," CNMV Documentos de Trabajo CNMV Documentos de Trabaj, CNMV- Comisión Nacional del Mercado de Valores - Departamento de Estudios y Estadísticas.
    17. Emmanuel Chavez, 2020. "The Effects of Public R&D Subsidies on Private R&D Activities in Mexico," Working Papers halshs-02355106, HAL.
    18. Touria Jaaidane & Sophie Larribeau, 2023. "Partisanship and the effectiveness of Fiscal Equalization: Evidence from French Municipalities," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 2023-01, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    19. Maria Alice Moz-Christofoletti & Paula Carvalho Pereda & Wesley Campanharo, 2022. "Does Decentralized and Voluntary Commitment Reduce Deforestation? The Effects of Programa Municípios Verdes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(1), pages 65-100, May.
    20. 'Agoston Reguly, 2021. "Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Oct 2021.
    21. Kyle Butts, 2021. "Geographic Difference-in-Discontinuities," Papers 2109.07406, arXiv.org, revised Sep 2021.
    22. Kim, Jinyoung & Kim, Seonghoon & Koh, Kanghyock, 2021. "Labor Market Institutions and the Incidence of Payroll Taxation," IZA Discussion Papers 14321, Institute of Labor Economics (IZA).
    23. Torres, Santiago, 2023. "Close Elections Regression Discontinuity Designs in Multi-seat Systems," Documentos CEDE 20292, Universidad de los Andes, Facultad de Economía, CEDE.
    24. Nakajima, Kentaro & Takano, Keisuke, 2023. "Estimating the effect of land use regulation on land price: At the kink point of building height limits in Fukuoka," Regional Science and Urban Economics, Elsevier, vol. 103(C).
    25. Dang, Hai-Anh H. & Hiraga, Masako & Nguyen, Cuong Viet, 2019. "Childcare and Maternal Employment: Evidence from Vietnam," GLO Discussion Paper Series 349, Global Labor Organization (GLO).
    26. Lindsey Lacey, 2023. "The physical and mental health returns of Head Start 25 years after participation: Evidence from income eligibility cutoffs," Economic Inquiry, Western Economic Association International, vol. 61(4), pages 870-890, October.
    27. Rocio Titiunik, 2020. "Natural Experiments," Papers 2002.00202, arXiv.org.
    28. Tianshi Li & Wenli Li & Yuqing Zhao & Jingpei Ma, 2023. "Rationality manipulation during consumer decision-making process: an analysis of Alibaba’s online shopping carnival," Electronic Commerce Research, Springer, vol. 23(1), pages 331-364, March.
    29. Pengju Zhang & Phuong Nguyen‐Hoang & Na Chen, 2022. "The impact of home rule on municipal boundary and fiscal expansion: Evidence from Texas," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1442-1466, November.
    30. Callen, Mike & Gulzarz, Saad & Hasanain, Ali & Khan, Muhammad Yasir & Rezaeek, Arman, 2023. "The political economy of public sector absence," LSE Research Online Documents on Economics 117390, London School of Economics and Political Science, LSE Library.
    31. Matuszak Piotr & Totleben Bartosz & Piątek Dawid, 2022. "Political alignment and the allocation of the COVID-19 response funds—evidence from municipalities in Poland," Economics and Business Review, Sciendo, vol. 8(1), pages 50-71, April.
    32. Atsushi Yamagishi & Yasuhiro Sato, 2022. "Measuring Discrimination in Spatial Equilibrium: 100 Years of Japan's Invisible Race," CIRJE F-Series CIRJE-F-1188, CIRJE, Faculty of Economics, University of Tokyo.
    33. Myoung-Jae Lee & Hyae-Chong Shim & Sang Soo Park, 2023. "Regression Discontinuity with Integer Score and Non-Integer Cutoff," Korean Economic Review, Korean Economic Association, vol. 39, pages 73-101.
    34. Miranda, Javier & Börner, Jan, 2021. "Farm-Level Impacts of Shifts in Conservation Policy Regimes in Brazil’s Arc of Deforestation," 2021 Conference, August 17-31, 2021, Virtual 315225, International Association of Agricultural Economists.
    35. David M. Brasington & Marios Zachariadis, 2021. "Government spending and economic activity: Regression discontinuity evidence from voting on renewals of tax levies," University of Cyprus Working Papers in Economics 06-2021, University of Cyprus Department of Economics, revised 06 Dec 2020.
    36. Ghirelli, Corinna & Havari, Enkelejda & Meroni, Elena Claudia & Verzillo, Stefano, 2023. "The Long-Term Causal Effects of Winning an ERC Grant," IZA Discussion Papers 16108, Institute of Labor Economics (IZA).
    37. Majed Dodin, 2021. "Optimized Inference in Regression Kink Designs," Papers 2111.10713, arXiv.org.
    38. Yang, Feng-An & Chang, Hung-Hao, 2023. "Impact of a pension program on healthcare utilization among older farmers: Empirical evidence from health claims data," World Development, Elsevier, vol. 169(C).
    39. David M. Brasington & Marios Zachariadis, 2022. "Fiscal policy and economic activity: New Causal Evidence," University of Cyprus Working Papers in Economics 09-2022, University of Cyprus Department of Economics.
    40. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    41. Mario F. Carillo, 2022. "Fascistville: Mussolini’s new towns and the persistence of neo-fascism," Journal of Economic Growth, Springer, vol. 27(4), pages 527-567, December.
    42. Böheim, René & Gust, Sarah, 2021. "The Austrian pay transparency law and the gender wage gap," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242428, Verein für Socialpolitik / German Economic Association.
    43. Bartnicki, Sławomir & Alimowski, Maciej & Górecki, Maciej A., 2022. "The anomalous electoral advantage: Evidence from over 17,000 mayoral candidacies in Poland," European Journal of Political Economy, Elsevier, vol. 72(C).
    44. Cobb-Clark, Deborah A. & Dahmann, Sarah C. & Gielen, Anne C., 2020. "The Intergenerational Effects of Requiring Unemployment Benefit Recipients to Engage in Non-Search Activities," IZA Discussion Papers 13618, Institute of Labor Economics (IZA).
    45. Canaan, Serena, 2019. "Parental Leave, Household Specialization and Children's Well-Being," IZA Discussion Papers 12420, Institute of Labor Economics (IZA).
    46. Christian Dippel, 2022. "Political Parties Do Matter in US Cities . . . for Their Unfunded Pensions," American Economic Journal: Economic Policy, American Economic Association, vol. 14(3), pages 33-54, August.
    47. Hai-Anh Dang & Cuong Nguyen & Calogero Carletto, 2022. "Did a Successful Fight against COVID-19 Come at a Cost? Impacts of the Pandemic on Employment Outcomes in Vietnam," Working Papers 607, ECINEQ, Society for the Study of Economic Inequality.
    48. Xingqiang Du & Liang Xiao & Yingjie Du, 2023. "Does CEO–Auditor Dialect Connectedness Trigger Audit Opinion Shopping? Evidence from China," Journal of Business Ethics, Springer, vol. 184(2), pages 391-426, May.
    49. Marco Fregoni & Marco Leonardi & Sauro Mocetti, 2020. "The real effects of land use regulation: quasi-experimental evidence from a discontinuous policy variation," Temi di discussione (Economic working papers) 1261, Bank of Italy, Economic Research and International Relations Area.
    50. Pascal Flurin Meier & Raphael Flepp & Egon Franck, 2022. "Are Expectations Misled by Chance? Quasi-Experimental Evidence from Financial Analysts," Working Papers 396, University of Zurich, Department of Business Administration (IBW).
    51. Jules Gazeaud & Claire Ricard, 2021. "Conditional Cash Transfers and the Learning Crisis : Evidence from Tayssir Scale-up in Morocco," CERDI Working papers hal-03137463, HAL.
    52. Shamsuddin,Mrittika & Acosta,Pablo Ariel & Battaglin Schwengber,Rovane & Fix,Jedediah Rooney & Pirani,Nikolas, 2021. "Economic and Fiscal Impacts of Venezuelan Refugees and Migrants in Brazil," Policy Research Working Paper Series 9797, The World Bank.
    53. Alexander Cuntz & Paul J. Heald & Matthias Sahli, 2023. "Digitization and Availability of Artworks in Online Museum Collections," WIPO Economic Research Working Papers 75, World Intellectual Property Organization - Economics and Statistics Division.
    54. Matteo Gamalerio & Massimo Morelli & Margherita Negri, 2021. "The Political Economy of Open Borders: Theory and Evidence on the role of Electoral Rules," BAFFI CAREFIN Working Papers 21157, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    55. Sarmiento, Luis & Wägner, Nicole & Zaklan, Aleksandar, 2021. "Effectiveness, Spillovers, and Well-Being Effects of Driving Restriction Policies," RFF Working Paper Series 21-13, Resources for the Future.
    56. Cuong Viet Nguyen & Finn Tarp, 2023. "Cash Transfers and Labor Supply: New Evidence on Impacts and Mechanisms," DERG working paper series 23-18, University of Copenhagen. Department of Economics. Development Economics Research Group (DERG).
    57. Mauricio Villamizar-Villegas & Freddy A. Pinzón-Puerto & María Alejandra Ruiz-Sánchez, 2020. "A Comprehensive History of Regression Discontinuity Designs: An Empirical Survey of the last 60 Years," Borradores de Economia 1112, Banco de la Republica de Colombia.
    58. Cuong Viet Nguyen, 2022. "The effect of preschool attendance on Children's health: Evidence from a lower middle‐income country," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1558-1589, August.
    59. Reader, Mary, 2023. "The infant health effects of starting universal child benefits in pregnancy: evidence from England and Wales," LSE Research Online Documents on Economics 118458, London School of Economics and Political Science, LSE Library.
    60. Luca Bellodi & Massimo Morelli, 2023. "Politicians’ Incentives and the Congested Budget Effect: Evidence from Italian Municipalities," BAFFI CAREFIN Working Papers 23194, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    61. Adriana Camacho & Catherine Rodríguez & Fabio Sanchez, 2022. "Does financial aid for top international graduate programs boost education and earnings? Evidence from Colombia," Documentos CEDE 20124, Universidad de los Andes, Facultad de Economía, CEDE.
    62. Carolina Caetano & Gregorio Caetano & Juan Carlos Escanciano, 2023. "Regression discontinuity design with multivalued treatments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(6), pages 840-856, September.
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    64. Hiesinger, Karolin, 2022. "Cost of Inclusion? Intended and Non-intended Effects of the Employment Quota for Workers with Disabilities," VfS Annual Conference 2022 (Basel): Big Data in Economics 264026, Verein für Socialpolitik / German Economic Association.
    65. Lisa Faessler & Rafael Lalive & Charles Efferson, 2023. "How Culture Shapes Choices Related to Fertility and Mortality: Causal Evidence at the Swiss Language Border," CESifo Working Paper Series 10515, CESifo.
    66. Jianghao Wang & Yichun Fan & Juan Palacios & Yuchen Chai & Nicolas Guetta-Jeanrenaud & Nick Obradovich & Chenghu Zhou & Siqi Zheng, 2022. "Global evidence of expressed sentiment alterations during the COVID-19 pandemic," Nature Human Behaviour, Nature, vol. 6(3), pages 349-358, March.
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    68. Joaquín Daniel Ramírez-Cabarcas, 2022. "Can collective property rights foster development? Evidence from a quasi-natural experiment in Colombia," Documentos CEDE 20327, Universidad de los Andes, Facultad de Economía, CEDE.
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    79. Xin Li & Shuhan Jiang & Tianqi Wang & Jia Hu & Yun Yuan, 2022. "Evaluating the impact of partial driving restrictions on local air quality in Chongqing using regression discontinuity design," Environment and Planning B, , vol. 49(2), pages 464-484, February.
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    82. Ellegård, Lina Maria & Kjellsson, Gustav & Mattisson, Linn, 2021. "An App Call a Day Keeps the Patient Away? Substitution of Online and In-Person Doctor Consultations Among Young Adults," Working Papers in Economics 808, University of Gothenburg, Department of Economics, revised May 2022.
    83. Luca Bellodi & Frédéric Docquier & Stefano Iandolo & Massimo Morelli & Riccardo Turati, 2024. "Digging Up Trenches: Populism, Selective Mobility, and the Political Polarization of Italian Municipalities," LISER Working Paper Series 2024-01, Luxembourg Institute of Socio-Economic Research (LISER).
    84. Kim, Mee Jung, 2023. "Impact of the Community Reinvestment Act on small business employment in lower income neighborhoods," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    85. HASHIMOTO Yuki & TAKAHASHI Kohei, 2021. "Are Applying for and Receiving Subsidy Worth for Small Enterprises? Evidence from the Government Support Program in Japan," Discussion papers 21039, Research Institute of Economy, Trade and Industry (RIETI).
    86. Julio G. Fournier Gabela & Luis Sarmiento, 2020. "Kurzarbeit and Natural Disasters: How Effective Are Short-Time Working Allowances in Avoiding Unemployment?," Discussion Papers of DIW Berlin 1909, DIW Berlin, German Institute for Economic Research.
    87. Alperovych, Yan & Divakaruni, Anantha & Le Grand, François, 2022. "FinTech Lending under Austerity," SocArXiv atsk9, Center for Open Science.
    88. Mari, Gabriele, 2023. "Less for more? Cuts to child benefits, family adjustments, and long-run child outcomes in larger families," SocArXiv e3n82, Center for Open Science.
    89. Pasquini, Ricardo A., 2021. "Effects of regulating the brokerage commission in the rental market: Evidence from Buenos Aires," Journal of Housing Economics, Elsevier, vol. 54(C).
    90. Junquera, Álvaro F., 2024. "More money, more effect? Employment effects of job search programs in Veneto," SocArXiv rjshu, Center for Open Science.
    91. Shuai Zhao, 2023. "Family Size and Intergenerational Inequality: Evidence from China's One-child Policy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(1), pages 283-307, January.
    92. Touria Jaaidane & Sophie Larribeau, 2023. "The effects of inter-municipal cooperation and central grant allocation on the size of the French local public sector," Post-Print hal-03901720, HAL.
    93. Tim P. Morrison & Art B. Owen, 2022. "Multivariate Tie-breaker Designs," Papers 2202.10030, arXiv.org, revised Mar 2024.
    94. de Gendre, Alexandra & Lynch, John & Meunier, Aurélie & Pilkington, Rhiannon & Schurer, Stefanie, 2021. "Child Health and Parental Responses to an Unconditional Cash Transfer at Birth," IZA Discussion Papers 14693, Institute of Labor Economics (IZA).
    95. Mattie Susan Landman & Neave O'Clery, 2020. "The impact of the Employment Equity Act on female inter-industry labour mobility and the gender wage gap in South Africa," WIDER Working Paper Series wp-2020-52, World Institute for Development Economic Research (UNU-WIDER).
    96. Meier, Pascal Flurin & Flepp, Raphael & Meier, Philippe & Franck, Egon, 2022. "Outcome bias in self-evaluations: Quasi-experimental field evidence from Swiss driving license exams," Journal of Economic Behavior & Organization, Elsevier, vol. 201(C), pages 292-309.
    97. Tony Beatton & Michael P. Kidd & Anthony Niu & Francis Vella, 2023. "Age of Starting School, Academic Performance, and the Impact of Non‐Compliance: An Experiment within an Experiment, Evidence from Australia," The Economic Record, The Economic Society of Australia, vol. 99(325), pages 175-206, June.
    98. Likai Chen & Georg Keilbar & Liangjun Su & Weining Wang, 2023. "Tests for Many Treatment Effects in Regression Discontinuity Panel Data Models," Papers 2312.01162, arXiv.org.
    99. Nurlatifah Hartojo & Mohamad Ikhsan & Teguh Dartanto & Sudarno Sumarto, 2022. "A Growing Light in the Lagging Region in Indonesia: The Impact of Village Fund on Rural Economic Growth," Economies, MDPI, vol. 10(9), pages 1-19, September.
    100. Claudia Noack & Tomasz Olma & Christoph Rothe, 2021. "Flexible Covariate Adjustments in Regression Discontinuity Designs," Papers 2107.07942, arXiv.org, revised May 2023.
    101. Carlos Alberto Belchior & Yara Gomes, 2022. "Liquidity constraints, cash transfers and the demand for health care in the Covid‐19 pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 31(11), pages 2369-2380, November.
    102. Kuliomina, Jekaterina, 2021. "Do personal characteristics of councilors affect municipal budget allocation?," European Journal of Political Economy, Elsevier, vol. 70(C).
    103. Dina Moawad, 2024. "Does Environmental Change Affect Migration Especially into the EU?," Social Sciences, MDPI, vol. 13(3), pages 1-24, March.
    104. Victoria Tenenbaum & Andrea Vigorito, 2023. "Transferencias públicas, consumo de alimentos y diversificación de la dieta. El caso de la Tarjeta Uruguay Social," Documentos de Trabajo (working papers) 23-03, Instituto de Economía - IECON.
    105. Rong J. B. Zhu & Weiwei Jiang, 2024. "Semiparametric Inference for Regression-Discontinuity Designs," Papers 2403.05803, arXiv.org.
    106. Mäkinen, Taneli & Li, Fan & Mercatanti, Andrea & Silvestrini, Andrea, 2022. "Causal analysis of central bank holdings of corporate bonds under interference," Economic Modelling, Elsevier, vol. 113(C).
    107. Samantha E. Clark & Ruth Etzioni & Jerry Radich & Zachary Marcum & Anirban Basu, 2023. "The price elasticity of Gleevec in patients with Chronic Myeloid Leukemia enrolled in Medicare Part D: Evidence from a regression discontinuity design," Papers 2305.06076, arXiv.org.
    108. Nicolas Lagios & Pierre-Guillaume Méon, 2021. "Experts, Information, Reviews, and Coordination: Evidence on How Literary Prizes Affect Sales," Working Papers CEB 21-011, ULB -- Universite Libre de Bruxelles.
    109. Gigante, Gimede & Manglaviti, Davide, 2022. "The ESG effect on the cost of debt financing: A sharp RD analysis," International Review of Financial Analysis, Elsevier, vol. 84(C).
    110. Dauth, Christine, 2021. "The effects of private versus public health insurance on health and labor market outcomes," IAB-Discussion Paper 202103, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    111. Hérault, Nicolas & Vu, Ha & Wilkins, Roger, 2020. "The effect of job search requirements on welfare receipt," GLO Discussion Paper Series 646, Global Labor Organization (GLO).
    112. Pascal Flurin Meier & Raphael Flepp & Philippe Meier & Egon Franck, 2022. "Outcome Bias in Self-evaluations: Quasi-experimental Field Evidence of Swiss Driving License Exams," Working Papers 392, University of Zurich, Department of Business Administration (IBW).
    113. Divakaruni, Anantha & Alperovych, Yan & Le Grand, François, 2022. "FinTech Lending under Austerity," OSF Preprints m4tps, Center for Open Science.
    114. Laura Goßner & Yuliya Kosyakova & Marie-Christine Laible, 2022. "Resilient or Vulnerable? Effects of the COVID-19 Crisis on the Mental Health of Refugees in Germany," IJERPH, MDPI, vol. 19(12), pages 1-20, June.
    115. Andrew Wright & Brian Dollery & Michael Kortt & Shawn Leu, 2022. "The Impact of More Intensive Unemployment Benefit Requirements on Jobseekers’ Likelihood of Complying," The Economic Record, The Economic Society of Australia, vol. 98(320), pages 63-79, March.
    116. Alexander Cuntz & Matthias Sahli, 2023. "Ars longa, vita brevis: The death of the creator and the impact on exhibitions and auction markets," WIPO Economic Research Working Papers 76, World Intellectual Property Organization - Economics and Statistics Division.
    117. Choi, Jin-young & Lee, Myoung-jae, 2023. "Complier and monotonicity for Fuzzy Multi-score Regression Discontinuity with partial effects," Economics Letters, Elsevier, vol. 228(C).
    118. Bruno, Ellen Marie & Hagerty, Nick, 2023. "Anticipatory Effects of Regulation in Open Access," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt58n467v5, Department of Agricultural & Resource Economics, UC Berkeley.
    119. Ibanez, Ana Maria & Moya, Andres & Ortega, María Adelaida & Rozo, Sandra V. & Urbina, Maria José, 2022. "Life Out of the Shadows: Impacts of Amnesties in the Lives of Migrants," IZA Discussion Papers 15049, Institute of Labor Economics (IZA).
    120. Nzabonimpa, Mélyne, 2023. "Gender differences in politician persistence and incumbency advantage," European Journal of Political Economy, Elsevier, vol. 79(C).
    121. Carolina Caetano & Gregorio Caetano & Juan Carlos Escanciano, 2020. "Regression Discontinuity Design with Multivalued Treatments," Papers 2007.00185, arXiv.org.
    122. Pietro Santoleri & Andrea Mina & Alberto Di Minin & Irene Martelli, 2020. "The causal effects of R&D grants: evidence from a regression discontinuity," LEM Papers Series 2020/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    123. Yu, Hongwei & Chen, Wenjin & Wang, Xinyi & Delina, Laurence & Cheng, Zhiming & Zhang, Le, 2023. "The Impact of the Energy Conservation Law on Enterprise Energy Efficiency: Quasi-Experimental Evidence from Chinese Firms," GLO Discussion Paper Series 1339, Global Labor Organization (GLO).
    124. Reader, Mary, 2023. "The infant health effects of starting universal child benefits in pregnancy: Evidence from England and Wales," Journal of Health Economics, Elsevier, vol. 89(C).
    125. Clark, Damon, 2023. "School quality and the return to schooling in Britain: New evidence from a large-scale compulsory schooling reform," Journal of Public Economics, Elsevier, vol. 223(C).

  11. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2019. "nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference," Papers 1906.00198, arXiv.org.

    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 Jul 2023.

  12. Matias D. Cattaneo & Rocio Titiunik & Gonzalo Vazquez-Bare, 2019. "Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores," Papers 1912.07346, arXiv.org, revised Apr 2020.

    Cited by:

    1. Bovay, John, 2021. "Moral hazard under discrete information disclosure: Evidence from food-safety inspections," 2021 Allied Social Sciences Association (ASSA) Annual Meeting (Virtual), January 3-5, 2021, San Diego, California 307948, Agricultural and Applied Economics Association.
    2. Penney, Jeffrey & Lehrer, Steven F. & Bernal, Gloria L. & Reyes, Luis Carlos, 2023. "Do opportunities for low-income students at top colleges promote academic success? Evidence from Colombia's Ser Pilo Paga program," CLEF Working Paper Series 64, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    3. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    4. Nicolai T. Borgen & Lars J. Kirkebøen & Andreas Kotsadam & Oddbjørn Raaum, 2022. "Do Funds for More Teachers Improve Student Outcomes?," CESifo Working Paper Series 9756, CESifo.
    5. Anderson, Drew M., 2020. "When financial aid is scarce: The challenge of allocating college aid where it is needed most," Journal of Public Economics, Elsevier, vol. 190(C).
    6. Kabir Dasgupta & Alexander Plum & Christopher Erwin, 2022. "The Devil is in the Details: Identifying Unbiased Link between Alcohol Purchasing Rights and Youth Delinquency," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1380-1431, December.
    7. Jain, Chandan & Kashyap, Shagun & Lahoti, Rahul & Sahoo, Soham, 2023. "The impact of educated leaders on economic development: Evidence from India," Journal of Comparative Economics, Elsevier, vol. 51(3), pages 1068-1093.
    8. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2021. "Co-payment exemption and healthcare consumption. Quasi-experimental evidence from Italy," Working Papers in Public Economics 203, University of Rome La Sapienza, Department of Economics and Law.
    9. Christian Ochsner, 2023. "Hostility, Population Sorting, and Backwardness: Quasi-Experimental Evidence from the Red Army after WWII," CERGE-EI Working Papers wp768, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    10. Cerqua, Augusto & Pellegrini, Guido, 2022. "Decomposing the employment effects of investment subsidies," Journal of Urban Economics, Elsevier, vol. 128(C).

  13. Matias D. Cattaneo & Yingjie Feng & Rocio Titiunik, 2019. "Prediction Intervals for Synthetic Control Methods," Papers 1912.07120, arXiv.org, revised Sep 2021.

    Cited by:

    1. Masahiro Kato & Akari Ohda & Masaaki Imaizumi & Kenichiro McAlinn, 2023. "Synthetic Control Methods by Density Matching under Implicit Endogeneity," Papers 2307.11127, arXiv.org, revised Jul 2023.
    2. Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
    3. 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.
    4. Matias D. Cattaneo & Yingjie Feng & Filippo Palomba & Rocio Titiunik, 2022. "Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption," Papers 2210.05026, arXiv.org, revised Sep 2023.
    5. Ursula Muench & Armin Nassehi & Joe Kaeser & Knut Bergmann & Matthias Diermeier & Florian Dorn & David Gstrein & Florian Neumeier & Manuel Funke & Moritz Schularick & Christoph Trebesch & Kerim Peren , 2024. "Wohlstand in Gefahr? Ursachen und Folgen von Populismus," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 77(03), pages 03-32, March.
    6. 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," Post-Print hal-03789141, HAL.
    7. 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.
    8. Priscila Espinosa & Daniel Aparicio-Pérez & Emili Tortosa-Ausina, 2023. "On the Impact of Next Generation EU Funds: A Regional Synthetic Control Method Approach," Working Papers 2023/07, Economics Department, Universitat Jaume I, Castellón (Spain).
    9. Wei Tian & Seojeong Lee & Valentyn Panchenko, 2023. "Synthetic Controls with Multiple Outcomes: Estimating the Effects of Non-Pharmaceutical Interventions in the COVID-19 Pandemic," Discussion Papers 2023-05, School of Economics, The University of New South Wales.
    10. Zanoni, Wladimir & Díaz, Emily & Paredes, Jorge & Andrian, Leandro Gaston & Maldonado, Juan Lorenzo, 2024. "Emerging Markets Bond Index Performance and Sovereign Default: The Case of Ecuador," IDB Publications (Working Papers) 13432, Inter-American Development Bank.
    11. Emery Thomas J. & Kovac Mitja & Spruk Rok, 2023. "Estimating the Effects of Political Instability in Nascent Democracies," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 243(6), pages 599-642, December.
    12. Guillaume Allaire Pouliot & Zhen Xie, 2022. "Degrees of Freedom and Information Criteria for the Synthetic Control Method," Papers 2207.02943, arXiv.org.
    13. Matias D. Cattaneo & Yingjie Feng & Filippo Palomba & Rocio Titiunik, 2022. "scpi: Uncertainty Quantification for Synthetic Control Methods," Papers 2202.05984, arXiv.org, revised Oct 2022.
    14. 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.
    15. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
    16. 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.

  14. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs," Papers 1809.00236, arXiv.org, revised Jan 2020.

    Cited by:

    1. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Tao Lin & Wenhao Qian & Hongwei Wang & Yu Feng, 2022. "Air Pollution and Workplace Choice: Evidence from China," IJERPH, MDPI, vol. 19(14), pages 1-23, July.
    3. Cramer, Kim Fe, 2023. "Bank presence and health," LSE Research Online Documents on Economics 119194, London School of Economics and Political Science, LSE Library.
    4. Shamsuddin, Mrittika & Acosta, Pablo A. & Schwengber, Rovane Battaglin & Fix, Jedediah & Pirani, Nikolas, 2022. "The Labor Market Impacts of Venezuelan Refugees and Migrants in Brazil," IZA Discussion Papers 15384, Institute of Labor Economics (IZA).
    5. Mario Carillo & Gemma Dipoppa & Shanker Satyanath, 2023. "Fascist ideology and migrant labor exploitation," Economics Working Papers 1865, Department of Economics and Business, Universitat Pompeu Fabra.
    6. Long Mark C. & Rooklyn Jordan, 2024. "Regression(s) discontinuity: Using bootstrap aggregation to yield estimates of RD treatment effects," Journal of Causal Inference, De Gruyter, vol. 12(1), pages 1-21, January.
    7. Frederik Noack & Ashley Larsen & Johannes Kamp & Christian Levers, 2022. "A bird's eye view of farm size and biodiversity: The ecological legacy of the iron curtain," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(4), pages 1460-1484, August.
    8. Christina Korting & Carl Lieberman & Jordan Matsudaira & Zhuan Pei & Yi Shen, 2021. "Visual Inference and Graphical Representation in Regression Discontinuity Designs," Papers 2112.03096, arXiv.org, revised Jan 2023.
    9. Natalia Serna, 2021. "Cost sharing and the demand for health services in a regulated market," Health Economics, John Wiley & Sons, Ltd., vol. 30(6), pages 1259-1275, June.
    10. Wang, Yanbing & Schaub, Sergei & Wuepper, David & Finger, Robert, 2022. "Culture and Agricultural Biodiversity Conservation," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321224, Agricultural Economics Society - AES.
    11. David Wuepper & Robert Finger, 2023. "Regression discontinuity designs in agricultural and environmental economics," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 1-28.
    12. Giacomo Battiston & Gianmarco Daniele & Marco Le Moglie & Paolo Pinotti, 2022. "Fueling Organized Crime: The Mexican War on Drugs and Oil Thefts," CESifo Working Paper Series 9521, CESifo.
    13. Wuepper, David & Borrelli, Pasquale & Müller, Daniel & Finger, Robert, 2020. "Quantifying the soil erosion legacy of the Soviet Union," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 185.
    14. Martha Bailey & Tanya Byker & Elena Patel & Shanthi Ramnath & Martha J. Bailey, 2024. "The Long-Run Effects of California’s Paid Family Leave Act on Women’s Careers and Childbearing: New Evidence from a Regression Discontinuity Design and U.S. Tax Data," CESifo Working Paper Series 10933, CESifo.
    15. Daniele, Gianmarco & Romarri, Alessio & Vertier, Paul, 2021. "Dynasties and policymaking," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 89-110.
    16. Ghirelli, Corinna & Havari, Enkelejda & Meroni, Elena Claudia & Verzillo, Stefano, 2023. "The Long-Term Causal Effects of Winning an ERC Grant," IZA Discussion Papers 16108, Institute of Labor Economics (IZA).
    17. Victor Hernandez Martinez & Kaixin Liu, 2022. "The Value of Unemployment Insurance: Liquidity vs. Insurance Value," Working Papers 22-16, Federal Reserve Bank of Cleveland.
    18. Mohamed Ebeid & Umut Oguzoglu, 2023. "Short‐term effect of retirement on health: Evidence from nonparametric fuzzy regression discontinuity design," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1323-1343, June.
    19. Simon Briole & Augustin Colette & Emmanuelle Lavaine, 2023. "The Heterogeneous Effects of Lockdown Policies on Air Pollution," CEE-M Working Papers hal-04084912, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
    20. Babii, Andrii & Kumar, Rohit, 2023. "Isotonic regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 234(2), pages 371-393.
    21. Pedro S. Martins, 2016. "Should the maximum duration of fixed-term contracts increase in recessions? Evidence from a law reform," Nova SBE Working Paper Series wp606, Universidade Nova de Lisboa, Nova School of Business and Economics.
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    51. Jonas Jessen & Daniel Kuehnle & Markus Wagner, 2021. "Is Voting Really Habit-Forming and Transformative? Long-Run Effects of Earlier Eligibility on Turnout and Political Involvement from the UK," Discussion Papers of DIW Berlin 1973, DIW Berlin, German Institute for Economic Research.
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    57. Gabriel Loumeau, 2022. "Land Consolidation Reforms: A Natural Experiment on the Economic and Political Effects of Agricultural Mechanization," CER-ETH Economics working paper series 22/376, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    58. Mohamed Abouaziza, 2022. "Farmer constraints and relational contracts: evidence from agricultural value chains in East Africa," Economics PhD Theses 0122, Department of Economics, University of Sussex Business School.
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    64. Caroline Le Pennec, 2020. "Strategic Campaign Communication: Evidence from 30,000 Candidate Manifestos," SoDa Laboratories Working Paper Series 2020-05, Monash University, SoDa Laboratories.
    65. De Benedetto, Marco Alberto & De Paola, Maria & Scoppa, Vincenzo & Smirnova, Janna, 2023. "Erasmus Program and Labor Market Outcomes: Evidence from a Fuzzy Regression Discontinuity Design," IZA Discussion Papers 16181, Institute of Labor Economics (IZA).
    66. Xingchi Shen & Yueming Lucy Qiu & Pengfei Liu & Anand Patwardhan, 2022. "The Effect of Rebate and Loan Incentives on Residential Heat Pump Adoption: Evidence from North Carolina," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(3), pages 741-789, July.
    67. Tommaso Giommoni & Gabriel Loumeau, 2022. "Taxation with a Grain of Salt: The Long-Term Effect of Fiscal Policy on Local Development," CESifo Working Paper Series 9997, CESifo.
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    69. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2021. "Co-payment exemption and healthcare consumption. Quasi-experimental evidence from Italy," Working Papers in Public Economics 203, University of Rome La Sapienza, Department of Economics and Law.
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  15. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Ernst Schaumburg, 2018. "Characteristic-Sorted Portfolios: Estimation and Inference," Papers 1809.03584, arXiv.org, revised Oct 2019.

    Cited by:

    1. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Yingjie Feng, 2019. "On Binscatter," Papers 1902.09608, arXiv.org, revised Nov 2023.
      • Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Yingjie Feng, 2019. "On binscatter," Staff Reports 881, Federal Reserve Bank of New York.
    2. Ni, Xuanming & Zheng, Tiantian & Zhao, Huimin & Zhu, Shushang, 2023. "High-dimensional portfolio optimization based on tree-structured factor model," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    3. Joachim Freyberger & Andreas Neuhierl & Michael Weber & Michael Weber, 2018. "Dissecting Characteristics Nonparametrically," CESifo Working Paper Series 7187, CESifo.
    4. Chaieb, Ines & Langlois, Hugues & Scaillet, Olivier, 2021. "Factors and risk premia in individual international stock returns," Journal of Financial Economics, Elsevier, vol. 141(2), pages 669-692.
    5. Christophe J. GODLEWSKI & Katarzyna BYRKA-KITA & Renata GOLA & Jacek CYPRYJANSKI, 2022. "Silence is not golden anymore? Social media activity and stock market valuation in Europe," Working Papers of LaRGE Research Center 2022-04, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    6. Matias D. Cattaneo & Richard K. Crump & Weining Wang, 2023. "Beta-Sorted Portfolios," Staff Reports 1068, Federal Reserve Bank of New York.
    7. Guillaume Coqueret, 2022. "Characteristics-driven returns in equilibrium," Papers 2203.07865, arXiv.org.
    8. Matias D. Cattaneo & Max H. Farrell & Yingjie Feng, 2018. "Large Sample Properties of Partitioning-Based Series Estimators," Papers 1804.04916, arXiv.org, revised Jun 2019.

  16. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "Coverage Error Optimal Confidence Intervals for Local Polynomial Regression," Papers 1808.01398, arXiv.org, revised Jul 2021.

    Cited by:

    1. He, Yang & Bartalotti, Otávio, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals," ISU General Staff Papers 202005010700001071, Iowa State University, Department of Economics.

  17. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Two-Step Estimation and Inference with Possibly Many Included Covariates," Papers 1807.10100, arXiv.org.

    Cited by:

    1. Matias D. Cattaneo & Max H. Farrell & Michael Jansson & Ricardo Masini, 2022. "Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators," Papers 2301.00277, arXiv.org, revised Feb 2024.
    2. Steven Lehrer & Tian Xie, 2020. "The Bigger Picture: Combining Econometrics with Analytics Improve Forecasts of Movie Success," Working Paper 1449, Economics Department, Queen's University.
    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. Anatolyev, Stanislav, 2021. "Mallows criterion for heteroskedastic linear regressions with many regressors," Economics Letters, Elsevier, vol. 203(C).
    6. Aristide Houndetoungan & Abdoul Haki Maoude, 2024. "Inference for Two-Stage Extremum Estimators," Papers 2402.05030, arXiv.org.
    7. Kris James Mitchener & Gary Richardson, 2020. "Contagion of Fear," CESifo Working Paper Series 8172, CESifo.
    8. Kuanhao Jiang & Rajarshi Mukherjee & Subhabrata Sen & Pragya Sur, 2022. "A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond," Papers 2205.10198, arXiv.org, revised Oct 2022.
    9. Jinyong Hahn & Jerry Hausman, 2021. "Problems with the Control Variable Approach in Achieving Unbiased Estimates in Nonlinear Models in the Presence of Many Instruments," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(1), pages 39-58, December.
    10. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "Coverage Error Optimal Confidence Intervals for Local Polynomial Regression," Papers 1808.01398, arXiv.org, revised Jul 2021.
    11. Liang Jiang & Liyao Li & Ke Miao & Yichong Zhang, 2023. "Adjustment with Many Regressors Under Covariate-Adaptive Randomizations," Papers 2304.08184, arXiv.org, revised Feb 2024.
    12. Guo, Xu & Li, Runze & Liu, Jingyuan & Zeng, Mudong, 2023. "Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic," Journal of Econometrics, Elsevier, vol. 235(1), pages 166-179.
    13. Jinyong Hahn & David W. Hughes & Guido Kuersteiner & Whitney K. Newey, 2022. "Efficient Bias Correction for Cross-section and Panel Data," Papers 2207.09943, arXiv.org, revised Jan 2024.
    14. Koen Jochmans, 2023. "Bootstrap inference for fixed-effect models," French Stata Users' Group Meetings 2023 21, Stata Users Group.
    15. Cattaneo, Matias D. & Jansson, Michael, 2022. "Average Density Estimators: Efficiency And Bootstrap Consistency," Econometric Theory, Cambridge University Press, vol. 38(6), pages 1140-1174, December.
    16. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2017. "Non-separable Models with High-dimensional Data," Economics and Statistics Working Papers 15-2017, Singapore Management University, School of Economics.
    17. Annalivia Polselli, 2023. "Robust Inference in Panel Data Models: Some Effects of Heteroskedasticity and Leveraged Data in Small Samples," Papers 2312.17676, arXiv.org.
    18. Yang Ning & Sida Peng & Jing Tao, 2020. "Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data," Papers 2009.03151, arXiv.org.
    19. Aristide Houndetoungan & Abdoul Haki Maoude, 2024. "Inference for Two-Stage Extremum Estimators," THEMA Working Papers 2024-01, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    20. Naguib, Costanza, 2022. "Analytical bias correction for two-step fixed effects models with copula-distributed errors," Economics Letters, Elsevier, vol. 215(C).
    21. Gourieroux, Christian & Tiomo, Andre, 2019. "The Evaluation of Model Risk for Probability of Default and Expected Loss," MPRA Paper 95795, University Library of Munich, Germany.
    22. Yumou Qiu & Jing Tao & Xiao‐Hua Zhou, 2021. "Inference of heterogeneous treatment effects using observational data with high‐dimensional covariates," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(5), pages 1016-1043, November.
    23. Zhao, Puying & Haziza, David & Wu, Changbao, 2020. "Survey weighted estimating equation inference with nuisance functionals," Journal of Econometrics, Elsevier, vol. 216(2), pages 516-536.
    24. Harold D Chiang & Yukitoshi Matsushita & Taisuke Otsu, 2023. "Regression adjustment in randomized controlled trials with many covariates," Papers 2302.00469, arXiv.org, revised Nov 2023.
    25. Harold D Chiang & Yukitoshi Matsushita & Taisuke Otsu, 2023. "Regression adjustment in randomized controlled trials with many covariates," STICERD - Econometrics Paper Series 627, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    26. Xinwei Ma & Jingshen Wang, 2018. "Robust Inference Using Inverse Probability Weighting," Papers 1810.11397, arXiv.org, revised May 2019.

  18. Matias D. Cattaneo & Max H. Farrell & Yingjie Feng, 2018. "Large Sample Properties of Partitioning-Based Series Estimators," Papers 1804.04916, arXiv.org, revised Jun 2019.

    Cited by:

    1. Byunghoon Kang, 2019. "Inference in Nonparametric Series Estimation with Specification Searches for the Number of Series Terms," Papers 1909.12162, arXiv.org, revised Feb 2020.
    2. Zheng Fang & Juwon Seo, 2019. "A Projection Framework for Testing Shape Restrictions That Form Convex Cones," Papers 1910.07689, arXiv.org, revised Sep 2021.
    3. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Yingjie Feng, 2019. "Binscatter Regressions," Papers 1902.09615, arXiv.org, revised Jul 2023.
    4. Butts, Kyle, 2023. "JUE Insight: Difference-in-differences with geocoded microdata," Journal of Urban Economics, Elsevier, vol. 133(C).

  19. Matias D. Cattaneo & Luke Keele & Rocio Titiunik & Gonzalo Vazquez-Bare, 2018. "Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs," Papers 1808.04416, arXiv.org, revised Apr 2020.

    Cited by:

    1. 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.
    2. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Jul 2023.
    3. Hector Galindo Silva, 2018. "Political Openness and Armed Conflict: Evidence from Local Councils in Colombia," Documentos de Economía 16720, Universidad Javeriana - Bogotá.
    4. Pinotti, Paolo & Cingano, Federico & Palomba, Filippo & Rettore, Enrico, 2022. "Making Subsidies Work: Rules vs. Discretion," CEPR Discussion Papers 17004, C.E.P.R. Discussion Papers.
    5. Bo Becker & Marcus M Opp & Farzad Saidi, 2022. "Regulatory Forbearance in the U.S. Insurance Industry: The Effects of Removing Capital Requirements for an Asset Class," The Review of Financial Studies, Society for Financial Studies, vol. 35(12), pages 5438-5482.
    6. Francesco Ruggieri, 2023. "Dynamic Regression Discontinuity: A Within-Design Approach," Papers 2307.14203, arXiv.org.
    7. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    8. Kohei Yata, 2021. "Optimal Decision Rules Under Partial Identification," Papers 2111.04926, arXiv.org, revised Aug 2023.
    9. Yiwei Sun, 2023. "Extrapolating Away from the Cutoff in Regression Discontinuity Designs," Papers 2311.18136, arXiv.org.
    10. Cingano, Federico & Palomba, Filippo & Pinotti, Paolo & Rettore, Enrico, 2023. "Granting more bang for the buck: The heterogeneous effects of firm subsidies," Labour Economics, Elsevier, vol. 83(C).
    11. Jiafeng Chen, 2021. "Nonparametric Treatment Effect Identification in School Choice," Papers 2112.03872, arXiv.org, revised Oct 2023.

  20. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocio Titiunik, 2018. "Regression Discontinuity Designs Using Covariates," Papers 1809.03904, arXiv.org.

    Cited by:

    1. Chuard, Caroline, 2020. "Womb at work: The missing impact of maternal employment on newborn health," Journal of Health Economics, Elsevier, vol. 73(C).
    2. Akbulut-Yuksel, Mevlude & Boulatoff, Catherine, 2020. "The Effects of a Green Nudge on Municipal Solid Waste: Evidence from a Clear Bag Policy," IZA Discussion Papers 13925, Institute of Labor Economics (IZA).
    3. de Roux, Nicolás & Riehl, Evan, 2022. "Do college students benefit from placement into higher-achieving classes?," Journal of Public Economics, Elsevier, vol. 210(C).
    4. Aspasia Bizopoulou & Rigissa Megalokonomou & Stefania Simion, 2022. "Do Second Chances Pay Off? Evidence from a Natural Experiment with Low-Achieving Students," CESifo Working Paper Series 9620, CESifo.
    5. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Luca Bellodi & Massimo Morelli & Matia Vannoni, 2021. "A Costly Commitment: Populism, Government Performance, and the Quality of Bureaucracy," CESifo Working Paper Series 9470, CESifo.
    7. Joshua D. Angrist & Peter Hull & Parag Pathak & Christopher Walters, 2020. "Simple and Credible Value-Added Estimation Using Centralized School Assignment," Working Papers 2020-186, Becker Friedman Institute for Research In Economics.
    8. Travis Campbell & Yana van der Meulen Rodgers, 2022. "Health insurance coverage and health outcomes among transgender adults in the United States," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 973-992, June.
    9. Andreas Steinhauer, 2018. "Working Moms, Childlessness, and Female Identity," Working Papers hal-03475468, HAL.
    10. Christopher Neilson & Dejan Kovac, 2020. "O Brother, Where Start Thou? Sibling Spillovers on College and Major Choice in Four Countries," Working Papers 641, Princeton University, Department of Economics, Industrial Relations Section..
    11. Zhuang Hao & Huihui Cheng & Till Bärnighausen & Simiao Chen, 2024. "The effects of parental retirement on adult children's health: Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 33(1), pages 12-20, January.
    12. 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.
    13. Ponzetto, Giacomo & Boffa, Federico & Mollisi, Vincenzo, 2023. "Do Incompetent Politicians Breed Populist Voters? Evidence from Italian Municipalities," CEPR Discussion Papers 17997, C.E.P.R. Discussion Papers.
    14. Leopoldo Fergusson & Arturo Harker & Carlos Molina & Juan Camilo Yamín, 2023. "Political incentives and corruption evidence from ghost students," Documentos CEDE 20732, Universidad de los Andes, Facultad de Economía, CEDE.
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    176. Julyan Gleyvison Machado Gouveia Lins & Tatiane Almeida de Menezes, 2020. "Daylight Saving Time is Causing Suicide," Working Papers 02, Instituto de Estudos para Políticas de Saúde.
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    184. Pascal Flurin Meier & Raphael Flepp & Philippe Meier & Egon Franck, 2022. "Outcome Bias in Self-evaluations: Quasi-experimental Field Evidence of Swiss Driving License Exams," Working Papers 392, University of Zurich, Department of Business Administration (IBW).
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    90. Joaquim Fernando Pinto da Costa & Manuel Cabral, 2022. "Statistical Methods with Applications in Data Mining: A Review of the Most Recent Works," Mathematics, MDPI, vol. 10(6), pages 1-22, March.
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    99. Abel Brodeur & Nikolai Cook & Carina Neisser, 2022. "P-Hacking, Data Type and Data-Sharing Policy," ECONtribute Discussion Papers Series 200, University of Bonn and University of Cologne, Germany.
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    149. Hara, Hiromi & Rodríguez-Planas, Núria, 2021. "Long-Term Consequences of Teaching Gender Roles: Evidence from Desegregating Industrial Arts and Home Economics in Japan," IZA Discussion Papers 14611, Institute of Labor Economics (IZA).
    150. De Benedetto, Marco Alberto & De Paola, Maria & Scoppa, Vincenzo & Smirnova, Janna, 2023. "Erasmus Program and Labor Market Outcomes: Evidence from a Fuzzy Regression Discontinuity Design," IZA Discussion Papers 16181, Institute of Labor Economics (IZA).
    151. Atsushi Inoue & Tong Li & Qi Xu, 2021. "Two Sample Unconditional Quantile Effect," Papers 2105.09445, arXiv.org.
    152. Christian Traxler & Libor Dušek, 2023. "Fines, Non-Payment, and Revenues: Evidence from Speeding Tickets," Berlin School of Economics Discussion Papers 0023, Berlin School of Economics.
    153. Marianna Sebo & Raymond Gradus & Tjerk Budding, 2023. ""The influence of independent local parties on spending: Evidence from Dutch municipalities"," IREA Working Papers 202304, University of Barcelona, Research Institute of Applied Economics, revised May 2023.
    154. Salti, Nisreen & Chaaban, Jad & Moussa, Wael & Irani, Alexandra & Al Mokdad, Rima & Jamaluddine, Zeina & Ghattas, Hala, 2022. "The impact of cash transfers on Syrian refugees in Lebanon: Evidence from a multidimensional regression discontinuity design," Journal of Development Economics, Elsevier, vol. 155(C).
    155. Albert Whata & Charles Chimedza, 2021. "Credibility of Causal Estimates from Regression Discontinuity Designs with Multiple Assignment Variables," Stats, MDPI, vol. 4(4), pages 1-23, November.
    156. Simon ter Meulen, 2023. "Long-Term Effects of Grade Retention," CESifo Working Paper Series 10212, CESifo.
    157. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    158. Hérault, Nicolas & Vu, Ha & Wilkins, Roger, 2020. "The effect of job search requirements on welfare receipt," GLO Discussion Paper Series 646, Global Labor Organization (GLO).
    159. Bansak, Kirk & Nowacki, Tobias, 2022. "Effect Heterogeneity and Causal Attribution in Regression Discontinuity Designs," SocArXiv vj34m, Center for Open Science.
    160. Graham Elliott & Nikolay Kudrin & Kaspar Wuthrich, 2022. "The Power of Tests for Detecting $p$-Hacking," Papers 2205.07950, arXiv.org, revised Apr 2024.
    161. Ity Shurtz, 2022. "Heuristic thinking in the workplace: Evidence from primary care," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1713-1729, August.
    162. Enrico Miglino & Nicolás Navarrete H. & Gonzalo Navarrete H. & Pablo Navarrete H., 2023. "Health Effects of Increasing Income for the Elderly: Evidence from a Chilean Pension Program," American Economic Journal: Economic Policy, American Economic Association, vol. 15(1), pages 370-393, February.
    163. Atay, Salim & Asik, Gunes A. & Tumen, Semih, 2023. "Impact of Graduating with Honors on Entry Wages of Economics Majors," IZA Discussion Papers 16080, Institute of Labor Economics (IZA).
    164. Lucy C. Sorensen & Montserrat Avila‐Acosta & John B. Engberg & Shawn D. Bushway, 2023. "The thin blue line in schools: New evidence on school‐based policing across the U.S," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(4), pages 941-970, September.
    165. Busso, Matías & Montaño, Sebastián & Muñoz-Morales, Juan S., 2023. "Signaling Specific Skills and the Labor Market of College Graduates," IDB Publications (Working Papers) 12720, Inter-American Development Bank.
    166. de Souza, Laeticia R. & de Xavier Pinto, Cristine Campos & Queiroz, Bernardo L & de Oliveira e Silva, Dimitri, 2021. "Peer effects in college: how peers' performance can influence students' academic outcomes," SocArXiv 7n6ks, Center for Open Science.
    167. Engström, Per & Nordblom, Katarina & Stefánsson, Arnaldur, 2022. "Loss aversion and indifference to tax rates: Evidence from tax filing data," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 287-311.
    168. Bedri Kamil Onur Tas, 2023. "Bunching below thresholds to manipulate public procurement," Empirical Economics, Springer, vol. 64(1), pages 303-319, January.
    169. Luca Bellodi & Massimo Morelli & Matia Vannoni, 2021. "The Costs of Populism for the Bureaucracy and Government Performance: Evidence from Italian Municipalities," BAFFI CAREFIN Working Papers 21158, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
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    172. Lu, Jiaxuan, 2023. "The economics of China’s between-city height competition: A regression discontinuity approach," Regional Science and Urban Economics, Elsevier, vol. 100(C).
    173. Laura Goßner & Yuliya Kosyakova & Marie-Christine Laible, 2022. "Resilient or Vulnerable? Effects of the COVID-19 Crisis on the Mental Health of Refugees in Germany," IJERPH, MDPI, vol. 19(12), pages 1-20, June.
    174. Andini, Monica & Boldrini, Michela & Ciani, Emanuele & de Blasio, Guido & D'Ignazio, Alessio & Paladini, Andrea, 2022. "Machine learning in the service of policy targeting: The case of public credit guarantees," Journal of Economic Behavior & Organization, Elsevier, vol. 198(C), pages 434-475.
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  22. Matias D. Cattaneo & Michael Jansson & Kenichi Nagasawa, 2017. "Bootstrap-Based Inference for Cube Root Asymptotics," Papers 1704.08066, arXiv.org, revised May 2020.

    Cited by:

    1. Giuseppe Cavaliere & Iliyan Georgiev, 2019. "Inference under random limit bootstrap measures," Papers 1911.12779, arXiv.org, revised Dec 2019.
    2. Christopher R. Dobronyi & Fu Ouyang & Thomas Tao Yang, 2023. "Revisiting Panel Data Discrete Choice Models with Lagged Dependent Variables," Papers 2301.09379, arXiv.org, revised Mar 2024.
    3. Firpo, Sergio & Galvao, Antonio F. & Parker, Thomas, 2023. "Uniform inference for value functions," Journal of Econometrics, Elsevier, vol. 235(2), pages 1680-1699.
    4. Babii, Andrii & Kumar, Rohit, 2023. "Isotonic regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 234(2), pages 371-393.
    5. Luofeng Liao & Christian Kroer, 2024. "Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium," Papers 2402.02303, arXiv.org, revised Feb 2024.
    6. Dominic Coey & Bradley J. Larsen & Kane Sweeney & Caio Waisman, 2021. "Scalable Optimal Online Auctions," Marketing Science, INFORMS, vol. 40(4), pages 593-618, July.
    7. Shakeeb Khan & Fu Ouyang & Elie Tamer, 2021. "Inference on semiparametric multinomial response models," Quantitative Economics, Econometric Society, vol. 12(3), pages 743-777, July.
    8. Fu Ouyang & Thomas Tao Yang, 2022. "Semiparametric Estimation of Dynamic Binary Choice Panel Data Models," Papers 2202.12062, arXiv.org, revised Feb 2024.

  23. Matias D. Cattaneo & Michael Jansson & Kenichi Nagasawa, 2017. "Bootstrap-Based Inference for Cube Root Consistent Estimators," CREATES Research Papers 2017-18, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Firpo, Sergio & Galvao, Antonio F. & Parker, Thomas, 2023. "Uniform inference for value functions," Journal of Econometrics, Elsevier, vol. 235(2), pages 1680-1699.
    2. Sergio Firpo & Antonio F. Galvao & Martyna Kobus & Thomas Parker & Pedro Rosa-Dias, 2020. "Loss aversion and the welfare ranking of policy interventions," Papers 2004.08468, arXiv.org, revised Sep 2023.
    3. Fu Ouyang & Thomas Tao Yang, 2020. "Semiparametric Estimation of Dynamic Binary Choice Panel Data Models," ANU Working Papers in Economics and Econometrics 2020-671, Australian National University, College of Business and Economics, School of Economics.
    4. Fu Ouyang & Thomas Tao Yang, 2020. "Semiparametric Estimation of Dynamic Binary Choice Panel Data Models," Discussion Papers Series 626, School of Economics, University of Queensland, Australia.

  24. Matias D. Cattaneo & Xinwei Ma & Yusufcan Masatlioglu & Elchin Suleymanov, 2017. "A Random Attention Model," Papers 1712.03448, arXiv.org, revised Aug 2019.

    Cited by:

    1. Duffy, Sean & Gussman, Steven & Smith, John, 2021. "Visual judgments of length in the economics laboratory: Are there brains in stochastic choice?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 93(C).
    2. Matthew Kovach & Elchin Suleymanov, 2021. "Reference Dependence and Random Attention," Papers 2106.13350, arXiv.org, revised Mar 2023.
    3. Apesteguia, Jose & Ballester, Miguel A., 2023. "Random utility models with ordered types and domains," Journal of Economic Theory, Elsevier, vol. 211(C).
    4. 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.
    5. Kashaev, Nail & Aguiar, Victor H., 2022. "A random attention and utility model," Journal of Economic Theory, Elsevier, vol. 204(C).
    6. Lu, Zhentong, 2022. "Estimating multinomial choice models with unobserved choice sets," Journal of Econometrics, Elsevier, vol. 226(2), pages 368-398.
    7. John K. -H. Quah & Gerelt Tserenjigmid, 2022. "Price Heterogeneity as a source of Heterogenous Demand," Papers 2201.03784, arXiv.org, revised Jan 2022.
    8. Linzenich, Anika & Arning, Katrin & Bongartz, Dominik & Mitsos, Alexander & Ziefle, Martina, 2019. "What fuels the adoption of alternative fuels? Examining preferences of German car drivers for fuel innovations," Applied Energy, Elsevier, vol. 249(C), pages 222-236.
    9. Gibbard, Peter, 2021. "Disentangling preferences and limited attention: Random-utility models with consideration sets," Journal of Mathematical Economics, Elsevier, vol. 94(C).
    10. Bhattacharya, Mihir & Mukherjee, Saptarshi & Sonal, Ruhi, 2021. "Frame-based stochastic choice rule," Journal of Mathematical Economics, Elsevier, vol. 97(C).
    11. Levon Barseghyan & Maura Coughlin & Francesca Molinari & Joshua C. Teitelbaum, 2021. "Heterogeneous Choice Sets and Preferences," Econometrica, Econometric Society, vol. 89(5), pages 2015-2048, September.
    12. Francesca Molinari, 2020. "Microeconometrics with Partial Identi?cation," CeMMAP working papers CWP15/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    13. Duffy, Sean & Smith, John, 2020. "An economist and a psychologist form a line: What can imperfect perception of length tell us about stochastic choice?," MPRA Paper 99417, University Library of Munich, Germany.
    14. Gualdani, Cristina & Sinha, Shruti, 2019. "Identification and inference in discrete choice models with imperfect information," TSE Working Papers 19-1049, Toulouse School of Economics (TSE), revised Jun 2020.
    15. Cristina Gualdani & Shruti Sinha, 2019. "Identification in discrete choice models with imperfect information," Papers 1911.04529, arXiv.org, revised Dec 2023.
    16. Chew, Soo Hong & Miao, Bin & Shen, Qiang & Zhong, Songfa, 2022. "Multiple-switching behavior in choice-list elicitation of risk preference," Journal of Economic Theory, Elsevier, vol. 204(C).
    17. Caliari, Daniele, 2023. "Behavioural welfare analysis and revealed preference: Theory and experimental evidence," Discussion Papers, Research Unit: Economics of Change SP II 2023-303, WZB Berlin Social Science Center.
    18. Eileen Tipoe & Abi Adams & Ian Crawford, 2022. "Revealed preference analysis and bounded rationality [Consume now or later? Time inconsistency, collective choice and revealed preference]," Oxford Economic Papers, Oxford University Press, vol. 74(2), pages 313-332.
    19. YingHua He & Shruti Sinha & Xiaoting Sun, 2021. "Identification and Estimation in Many-to-one Two-sided Matching without Transfers," Papers 2104.02009, arXiv.org, revised Jul 2023.
    20. Chadd, Ian, 2023. "Random network consideration: Theory and experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 251-269.
    21. Yegane, Ece, 2022. "Stochastic choice with limited memory," Journal of Economic Theory, Elsevier, vol. 205(C).
    22. Nail Kashaev & Victor H. Aguiar & Martin Pl'avala & Charles Gauthier, 2023. "Dynamic and Stochastic Rational Behavior," Papers 2302.04417, arXiv.org, revised Aug 2023.
    23. Davide Carpentiere & Angelo Petralia, 2023. "Identification of consideration sets from choice data," Papers 2302.00978, arXiv.org, revised Mar 2024.
    24. Ben Aoki-Sherwood & Catherine Bregou & David Liben-Nowell & Kiran Tomlinson & Thomas Zeng, 2024. "Bounding Consideration Probabilities in Consider-Then-Choose Ranking Models," Papers 2401.11016, arXiv.org.
    25. Edward Honda, 2021. "Categorical consideration and perception complementarity," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 71(2), pages 693-716, March.
    26. Andrew Ellis & Heidi Christina Thysen, 2021. "Subjective Causality in Choice," Papers 2106.05957, arXiv.org, revised Dec 2022.
    27. Gerelt Tserenjigmid, 2021. "The Order-Dependent Luce Model," Management Science, INFORMS, vol. 67(11), pages 6915-6933, November.

  25. Gonzalo Vazquez-Bare & Matias Cattaneo & Rocio Titiunik, 2016. "rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati," 2016 Stata Conference 25, Stata Users Group.

    Cited by:

    1. Peter Eibich & Thomas Siedler, 2020. "Retirement, Intergenerational Time Transfers, and Fertility," SOEPpapers on Multidisciplinary Panel Data Research 1073, DIW Berlin, The German Socio-Economic Panel (SOEP).
    2. Cappelletti, Giuseppe & Ponte Marques, Aurea & Varraso, Paolo & Budrys, Žymantas & Peeters, Jonas, 2019. "Impact of higher capital buffers on banks’ lending and risk-taking: evidence from the euro area experiments," Working Paper Series 2292, European Central Bank.
    3. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    4. Federico A. Bugni & Ivan A. Canay, 2018. "Testing continuity of a density via g -order statistics in the regression discontinuity design," CeMMAP working papers CWP20/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    6. Baruffaldi, Stefano H. & Marino, Marianna & Visentin, Fabiana, 2020. "Money to move: The effect on researchers of an international mobility grant," Research Policy, Elsevier, vol. 49(8).
    7. Nicholas A. Bowman & Nayoung Jang, 2022. "What is the Purpose of Academic Probation? Its Substantial Negative Effects on Four-Year Graduation," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(8), pages 1285-1311, December.
    8. Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez-Bare, 2020. "Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores," Stata Journal, StataCorp LP, vol. 20(4), pages 866-891, December.
    9. Britta Rude, 2022. "Can We Grow with our Children? The Effects of a Comprehensive Early Childhood Development Program," ifo Working Paper Series 372, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    10. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).
    11. Buhui Qiu & Gary Gang Tian & Haijian Zeng, 2022. "How Does Deleveraging Affect Funding Market Liquidity?," Management Science, INFORMS, vol. 68(6), pages 4568-4601, June.
    12. Belloc, Filippo & Burdin, Gabriel & Dughera, Stefano & Landini, Fabio, 2023. "Contested Transparency: Digital Monitoring Technologies and Worker Voice," IZA Discussion Papers 16362, Institute of Labor Economics (IZA).
    13. Ari Hyytinen & Jaakko Meriläinen & Tuukka Saarimaa & Otto Toivanen & Janne Tukiainen, 2018. "When does regression discontinuity design work? Evidence from random election outcomes," Quantitative Economics, Econometric Society, vol. 9(2), pages 1019-1051, July.
    14. Ongena, Steven & Delis, Manthos & Fringuellotti, Fulvia, 2019. "Credit and Income," CEPR Discussion Papers 13468, C.E.P.R. Discussion Papers.
    15. Britta Rude, 2022. "Middle-run Impacts of Comprehensive Early Childhood Interventions: Evidence from a Pioneer Program in Chile," ifo Working Paper Series 384, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    16. MD Abdul Bari & Ghulam Dastgir Khan & Bing He & Yuichiro Yoshida, 2022. "The impact of unconditional cash and food assistance on contraceptive expenditure of rural households in Coastal Bangladesh: Evidence from fuzzy RDD," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-12, January.
    17. Pérez Pérez Jorge & Suher Michael, 2020. "The Efficacy of Hiring Credits in Distressed Areas," Working Papers 2020-05, Banco de México.
    18. Meier, Pascal Flurin & Flepp, Raphael & Meier, Philippe & Franck, Egon, 2022. "Outcome bias in self-evaluations: Quasi-experimental field evidence from Swiss driving license exams," Journal of Economic Behavior & Organization, Elsevier, vol. 201(C), pages 292-309.
    19. Nguyen, Thach Vu Hong & Ahmed, Shamim & Chevapatrakul, Thanaset & Onali, Enrico, 2020. "Do stress tests affect bank liquidity creation?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    20. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    21. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2021. "Co-payment exemption and healthcare consumption. Quasi-experimental evidence from Italy," Working Papers in Public Economics 203, University of Rome La Sapienza, Department of Economics and Law.
    22. Manthos D. Delis & Fulvia Fringuellotti & Steven Ongena, 2020. "Credit and Income Inequality," Staff Reports 929, Federal Reserve Bank of New York.

  26. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2015. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Papers 1508.02973, arXiv.org, revised Mar 2018.

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    1. Matias D. Cattaneo & Max H. Farrell & Michael Jansson & Ricardo Masini, 2022. "Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators," Papers 2301.00277, arXiv.org, revised Feb 2024.
    2. Hoang, Trung & Le, Duong & Nguyen, Ha & Vuong, Nguyen, 2019. "Labor Market Impacts and Responses: The Economic Consequences of a Marine Environmental Disaster," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 290963, Agricultural and Applied Economics Association.
    3. Katja Maria Kaufmann & Yasemin Özdemir & Han Ye, 2022. "Spillover Effects of Old-Age Pension across Generations: Family Labor Supply and Child Outcomes," CESifo Working Paper Series 9813, CESifo.
    4. Luca Villamaina & Paolo Acciari, 2023. "Taxation and labour supply decisions: an evaluation of the earned income tax credit in Italy," Working Papers wp2023-20, Ministry of Economy and Finance, Department of Finance.
    5. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Massimo Bordignon & Matteo Gamalerio & Edoardo Slerca & Gilberto Turati, 2019. "Stop invasion! The electoral tipping point in anti-immigrant voting," Working Papers 2019/11, Institut d'Economia de Barcelona (IEB).
    7. Tao Lin & Wenhao Qian & Hongwei Wang & Yu Feng, 2022. "Air Pollution and Workplace Choice: Evidence from China," IJERPH, MDPI, vol. 19(14), pages 1-23, July.
    8. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Jul 2023.
    9. Toledo, Katia & Alvarado, Alfredo, 2023. "Tackling BEPS in the Global South: Evidence from Peru’s tax reform," Economic Systems, Elsevier, vol. 47(3).
    10. De Benedetto, Marco Alberto & De Paola, Maria, 2019. "Term limit extension and electoral participation. Evidence from a diff-in-discontinuities design at the local level in Italy," European Journal of Political Economy, Elsevier, vol. 59(C), pages 196-211.
    11. Onda, Masayuki & Seyler, Edward, 2020. "English learners reclassification and academic achievement: Evidence from Minnesota," Economics of Education Review, Elsevier, vol. 79(C).
    12. Khoury, Laura & Briole, Simon & Brébion , Clément, 2020. "Entitled to Leave: the impact of Unenployment Insurance Eligibility on Employment Duration and Job Quality," Discussion Paper Series in Economics 1/2020, Norwegian School of Economics, Department of Economics.
    13. Giuseppe Cavaliere & S'ilvia Gonc{c}alves & Morten {O}rregaard Nielsen & Edoardo Zanelli, 2022. "Bootstrap inference in the presence of bias," Papers 2208.02028, arXiv.org, revised Nov 2023.
    14. De Benedetto, Marco Alberto, 2018. "Quality of Politicians and Electoral System. Evidence from a Quasi-experimental Design for Italian Cities," MPRA Paper 89511, University Library of Munich, Germany.
    15. Kato, Kengo & Sasaki, Yuya, 2019. "Uniform confidence bands for nonparametric errors-in-variables regression," Journal of Econometrics, Elsevier, vol. 213(2), pages 516-555.
    16. Augusto Cerqua & Guido Pellegrini & Ornella Tarola, 2022. "Can regional policies shape migration flows?," Papers in Regional Science, Wiley Blackwell, vol. 101(3), pages 515-536, June.
    17. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    18. Hao Dong & Taisuke Otsu & Luke Taylor, 2021. "Bandwidth Selection for Nonparametric Regression with Errors-in-Variables," Departmental Working Papers 2104, Southern Methodist University, Department of Economics.
    19. Yoici Arai & Taisuke Otsu & Myung Hwan Seo, 2022. "Regression discontinuity design with potentially many covariates," STICERD - Econometrics Paper Series 626, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    20. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2023. "A Guide to Regression Discontinuity Designs in Medical Applications," Papers 2302.07413, arXiv.org, revised May 2023.
    21. Di Giacomo, M. & Piacenza, M. & Siciliani, L. & Turati, G., 2020. "The Effect of Co-Payments on the Take-Up of Prenatal Tests," Health, Econometrics and Data Group (HEDG) Working Papers 20/19, HEDG, c/o Department of Economics, University of York.
    22. Kotlyarova, Yulia & Schafgans, Marcia M.A. & Zinde-Walsh, Victoria, 2021. "Rates of expansions for functional estimators," LSE Research Online Documents on Economics 113436, London School of Economics and Political Science, LSE Library.
    23. Britto, Diogo G.C. & Fiorin, Stefano, 2020. "Corruption and legislature size: Evidence from Brazil," European Journal of Political Economy, Elsevier, vol. 65(C).
    24. Niklas Potrafke & Felix Rösel, 2019. "The Urban-Rural Gap in Health Care Infrastructure – Does Government Ideology Matter?," ifo Working Paper Series 300, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    25. Chiang, Harold D. & Hsu, Yu-Chin & Sasaki, Yuya, 2019. "Robust uniform inference for quantile treatment effects in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 211(2), pages 589-618.
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    27. Mellace, Giovanni & Ventura, Marco, 2019. "Intended and unintended effects of public incentives for innovation. Quasi-experimental evidence from Italy," Discussion Papers on Economics 9/2019, University of Southern Denmark, Department of Economics.
    28. De Benedetto, Marco Alberto & De Paola, Maria & Scoppa, Vincenzo & Smirnova, Janna, 2022. "The Long-Run Effects of College Remedial Education," IZA Discussion Papers 15082, Institute of Labor Economics (IZA).
    29. Mohamed Ebeid & Umut Oguzoglu, 2023. "Short‐term effect of retirement on health: Evidence from nonparametric fuzzy regression discontinuity design," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1323-1343, June.
    30. Sefa Awaworyi Churchill & Nasir Iqbal & Saima Nawaz & Siew Ling Yew, 2024. "Do unconditional cash transfers increase fertility? Lessons from a large‐scale program," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 74-96, January.
    31. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Yingjie Feng, 2019. "On Binscatter," Papers 1902.09608, arXiv.org, revised Nov 2023.
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    32. Pietro Bonaldi & Mauricio Villamizar-Villegas, 2018. "An Auction-Based Test of Private Information in an Interdealer FX Market," Working papers 1, Red Investigadores de Economía.
    33. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2019. "lpdensity: Local Polynomial Density Estimation and Inference," Papers 1906.06529, arXiv.org, revised Feb 2021.
    34. Bartnicki, Sławomir & Alimowski, Maciej & Górecki, Maciej A., 2022. "The anomalous electoral advantage: Evidence from over 17,000 mayoral candidacies in Poland," European Journal of Political Economy, Elsevier, vol. 72(C).
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    36. Corekcioglu, Gozde & Francesconi, Marco & Kunze, Astrid, 2020. "Do Generous Parental Leave Policies Help Top Female Earners?," IZA Discussion Papers 13275, Institute of Labor Economics (IZA).
    37. Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez-Bare, 2020. "Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores," Stata Journal, StataCorp LP, vol. 20(4), pages 866-891, December.
    38. Gabriel Loumeau & Christian Stettler, 2021. "Fiscal Autonomy and Self-Determination," CESifo Working Paper Series 9445, CESifo.
    39. He, Yang & Bartalotti, Otávio, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals," ISU General Staff Papers 202005010700001071, Iowa State University, Department of Economics.
    40. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP54/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    41. Kunz, Johannes S. & Zhu, Anna, 2023. "Welfare Reform and Migrant's Long-Term Labor Market Integration," IZA Discussion Papers 16285, Institute of Labor Economics (IZA).
    42. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Ernst Schaumburg, 2020. "Characteristic-Sorted Portfolios: Estimation and Inference," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 531-551, July.
    43. Mellace, Giovanni & Ventura, Marco, 2023. "The short-run effects of public incentives for innovation in Italy," Economic Modelling, Elsevier, vol. 120(C).
    44. Yihe Yang & Noah Lorincz-Comi & Xiaofeng Zhu, 2023. "Unbiased estimation and asymptotically valid inference in multivariable Mendelian randomization with many weak instrumental variables," Papers 2301.05130, arXiv.org, revised Feb 2024.
    45. Chaurey, Ritam & Le, Duong Trung, 2018. "Infrastructure Grants and the Performance of Microenterprises," IZA Discussion Papers 11749, Institute of Labor Economics (IZA).
    46. Matteo Gamalerio & Massimo Morelli & Margherita Negri, 2021. "The Political Economy of Open Borders: Theory and Evidence on the role of Electoral Rules," BAFFI CAREFIN Working Papers 21157, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    47. Kohei Yata, 2021. "Optimal Decision Rules Under Partial Identification," Papers 2111.04926, arXiv.org, revised Aug 2023.
    48. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Simple Local Polynomial Density Estimators," Papers 1811.11512, arXiv.org, revised Jun 2019.
    49. Jeremy Bowles & Horacio Larreguy, 2019. "Who Debates, Who Wins? At-Scale Experimental Evidence on Debate Participation in a Liberian Election," CID Working Papers 375, Center for International Development at Harvard University.
    50. Anna Harvey, 2020. "Applying regression discontinuity designs to American political development," Public Choice, Springer, vol. 185(3), pages 377-399, December.
    51. Kun Yi & Yoshihiko Nishiyama, 2022. "Smoothed bootstrapping kernel density estimation under higher order kernel," KIER Working Papers 1081, Kyoto University, Institute of Economic Research.
    52. Harold D. Chiang & Bing Yang Tan, 2020. "Empirical likelihood and uniform convergence rates for dyadic kernel density estimation," Papers 2010.08838, arXiv.org, revised May 2022.
    53. Larreguy, Horacio & Bowles, Jeremy, 2020. "Who Debates, Who Wins? At-Scale Experimental Evidence on the Supply of Policy Information in a Liberian Election," IAST Working Papers 20-112, Institute for Advanced Study in Toulouse (IAST).
    54. Tuvaandorj, Purevdorj, 2020. "Regression discontinuity designs, white noise models, and minimax," Journal of Econometrics, Elsevier, vol. 218(2), pages 587-608.
    55. Naven, Matthew & Whalen, Daniel, 2022. "The signaling value of university rankings: Evidence from top 14 law schools," Economics of Education Review, Elsevier, vol. 89(C).
    56. Nils Braakmann & Barbara Eberth, 2024. "Can unions impose costs on employers in education strikes? Evidence from pension disputes in UK universities," Papers 2401.05183, arXiv.org.
    57. Pasquini, Alessandra & Centra, Marco & Pellegrini, Guido, 2019. "Fighting long-term unemployment: Do we have the whole picture?," Labour Economics, Elsevier, vol. 61(C).
    58. Nathaly Rivera, 2019. "Air Quality Warnings and Temporary Driving Bans: Evidence from Air Pollution, Car Trips, and Mass-Transit Ridership in Santiago," Working Papers 2019-06, University of Alaska Anchorage, Department of Economics.
    59. Divakaruni, Anantha & Jones, Howard, 2021. "Disclosure, Firm Growth, and the JOBS Act," SocArXiv 3zumb, Center for Open Science.
    60. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    61. Bartalotti, Otávio & Kédagni, Désiré & Possebom, Vitor, 2023. "Identifying marginal treatment effects in the presence of sample selection," Journal of Econometrics, Elsevier, vol. 234(2), pages 565-584.
    62. Deng, Taotao & Hu, Yukun & Ma, Mulan, 2019. "Regional policy and tourism: A quasi-natural experiment," Annals of Tourism Research, Elsevier, vol. 74(C), pages 1-16.
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    64. Martínez-Correa, Jimmy & Andersen, Steffen & d’Astous, Philippe & H. Shore, Stephen, 2020. "Cross-Program Differences in Returns to Education and the Gender Earnings Gap," Working papers 48, Red Investigadores de Economía.
    65. Zhan, Zhaoguo, 2020. "Does Extending Unemployment Benefits Improve Job Quality? Comment," MPRA Paper 102722, University Library of Munich, Germany.
    66. Takaku, Reo & Yokoyama, Izumi, 2021. "What the COVID-19 school closure left in its wake: Evidence from a regression discontinuity analysis in Japan," Journal of Public Economics, Elsevier, vol. 195(C).
    67. Persson, Petra & Rossin-Slater, Maya, 2019. "When Dad Can Stay Home: Fathers’ Workplace Flexibility and Maternal Health," Working Paper Series 1284, Research Institute of Industrial Economics.
    68. Jaakko Meriläinen & Janne Tukiainen, 2018. "Rank effects in political promotions," Public Choice, Springer, vol. 177(1), pages 87-109, October.
    69. Ongena, Steven & Delis, Manthos & Fringuellotti, Fulvia, 2019. "Credit and Income," CEPR Discussion Papers 13468, C.E.P.R. Discussion Papers.
    70. Alperovych, Yan & Divakaruni, Anantha & Le Grand, François, 2022. "FinTech Lending under Austerity," SocArXiv atsk9, Center for Open Science.
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  27. Matias Cattaneo & Sebastian Calonico & Rocio Titiunik, 2015. "Robust Inference in Regression-Discontinuity Designs," 2015 Stata Conference 16, Stata Users Group.

    Cited by:

    1. Nakajima, Kentaro & Takano, Keisuke, 2023. "Estimating the effect of land use regulation on land price: At the kink point of building height limits in Fukuoka," Regional Science and Urban Economics, Elsevier, vol. 103(C).
    2. Nicholas Rivers, 2018. "Does Daylight Savings Time Save Energy? Evidence from Ontario," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(2), pages 517-543, June.
    3. Sebastian Galiani & Patrick J. McEwan & Brian Quistorff, 2017. "External and Internal Validity of a Geographic Quasi-Experiment Embedded in a Cluster-Randomized Experiment," Advances in Econometrics, in: Regression Discontinuity Designs, volume 38, pages 195-236, Emerald Group Publishing Limited.
    4. He, Yang & Bartalotti, Otávio, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals," ISU General Staff Papers 202005010700001071, Iowa State University, Department of Economics.
    5. Ciancio, Alberto & Kämpfen, Fabrice & Kohler, Hans-Peter & Kohler, Iliana V., 2021. "Health screening for emerging non-communicable disease burdens among the global poor: Evidence from sub-Saharan Africa," Journal of Health Economics, Elsevier, vol. 75(C).
    6. Achtnicht, Martin & Germeshausen, Robert & von Graevenitz, Kathrine, 2017. "Does the stick make the carrot more attractive? State mandates and uptake of renewable heating technologies," ZEW Discussion Papers 17-067, ZEW - Leibniz Centre for European Economic Research.
    7. David Canning & Marie Christelle Mabeu & Roland Pongou, 2022. "Colonial Origins and Fertility: Can the Market Overcome History?," Working Papers 2201E Classification-I12,, University of Ottawa, Department of Economics.
    8. Pilar Beneito & Pedro Javier Soria-Espín, 2020. "Month of birth and academic performance: differences by gender and educational stage," Discussion Papers in Economic Behaviour 0120, University of Valencia, ERI-CES.
    9. Joaquín Artés & Ignacio Jurado, 2018. "Government fragmentation and fiscal deficits: a regression discontinuity approach," Public Choice, Springer, vol. 175(3), pages 367-391, June.
    10. Alonso, José M. & Andrews, Rhys & Jorda, Vanesa, 2019. "Do neighbourhood renewal programs reduce crime rates? Evidence from England," Journal of Urban Economics, Elsevier, vol. 110(C), pages 51-69.
    11. Julio G. Fournier Gabela & Luis Sarmiento, 2020. "Kurzarbeit and Natural Disasters: How Effective Are Short-Time Working Allowances in Avoiding Unemployment?," Discussion Papers of DIW Berlin 1909, DIW Berlin, German Institute for Economic Research.
    12. Loginova, Daria, 2022. "Assessing the Short-term Effect of Exchange Rate Liberalisation on Food Import Prices: The Regression Discontinuity in Time Employed for Russian Food Markets in 2014," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 3(3), September.
    13. Pascal Flurin Meier & Raphael Flepp & Philippe Meier & Egon Franck, 2022. "Outcome Bias in Self-evaluations: Quasi-experimental Field Evidence of Swiss Driving License Exams," Working Papers 392, University of Zurich, Department of Business Administration (IBW).
    14. Dean Eckles & Nikolaos Ignatiadis & Stefan Wager & Han Wu, 2020. "Noise-Induced Randomization in Regression Discontinuity Designs," Papers 2004.09458, arXiv.org, revised Nov 2023.
    15. Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2022.
    16. Elena Pokryshevskaya & Evgeny Antipov, 2020. "Robust Regression Discontinuity Estimates Of The Causal Effect Of The Tripadvisor’s Bubble Rating On Hotel Popularity," HSE Working papers WP BRP 63/MAN/2020, National Research University Higher School of Economics.

  28. Matias D. Cattaneo & Michael Jansson & Whitney K. Newey, 2015. "Inference in Linear Regression Models with Many Covariates and Heteroskedasticity," Papers 1507.02493, arXiv.org, revised Jan 2017.

    Cited by:

    1. 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.
    2. Kaspar Wuthrich & Ying Zhu, 2019. "Omitted variable bias of Lasso-based inference methods: A finite sample analysis," Papers 1903.08704, arXiv.org, revised Sep 2021.
    3. Zhuan Pei & Jörn-Steffen Pischke & Hannes Schwandt, 2017. "Poorly Measured Confounders are More Useful on the Left Than on the Right," NBER Working Papers 23232, National Bureau of Economic Research, Inc.
    4. Di Addario, Sabrina & Kline, Patrick & Saggio, Raffaele & Sølvsten, Mikkel, 2023. "It ain’t where you’re from, it’s where you’re at: Hiring origins, firm heterogeneity, and wages," Journal of Econometrics, Elsevier, vol. 233(2), pages 340-374.
    5. Anatolyev, Stanislav, 2021. "Mallows criterion for heteroskedastic linear regressions with many regressors," Economics Letters, Elsevier, vol. 203(C).
    6. Fan, Yanqin & Han, Fang & Li, Wei & Zhou, Xiao-Hua, 2020. "On rank estimators in increasing dimensions," Journal of Econometrics, Elsevier, vol. 214(2), pages 379-412.
    7. Chaohua Dong & Jiti Gao & Oliver Linton, 2018. "High dimensional semiparametric moment restriction models," CeMMAP working papers CWP04/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Christis Katsouris, 2023. "High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods," Papers 2308.16192, arXiv.org.
    9. Anatolyev, Stanislav & Sølvsten, Mikkel, 2023. "Testing many restrictions under heteroskedasticity," Journal of Econometrics, Elsevier, vol. 236(1).
    10. Kuanhao Jiang & Rajarshi Mukherjee & Subhabrata Sen & Pragya Sur, 2022. "A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond," Papers 2205.10198, arXiv.org, revised Oct 2022.
    11. Patrick Kline & Raffaele Saggio & Mikkel Sølvsten, 2020. "Leave‐Out Estimation of Variance Components," Econometrica, Econometric Society, vol. 88(5), pages 1859-1898, September.
    12. Prat, Andrea & Montiel Olea , José Luis & Ortoleva, Pietro & Pai, Mallesh, 2019. "Competing Models," CEPR Discussion Papers 14066, C.E.P.R. Discussion Papers.
      • Jose Luis Montiel Olea & Pietro Ortoleva & Mallesh M Pai & Andrea Prat, 2019. "Competing Models," Papers 1907.03809, arXiv.org, revised Nov 2021.
    13. Riccardo D'Adamo, 2018. "Cluster-Robust Standard Errors for Linear Regression Models with Many Controls," Papers 1806.07314, arXiv.org, revised Apr 2019.
    14. Tom Boot & Didier Nibbering, 2024. "Inference on LATEs with covariates," Papers 2402.12607, arXiv.org.
    15. Liang Jiang & Liyao Li & Ke Miao & Yichong Zhang, 2023. "Adjustment with Many Regressors Under Covariate-Adaptive Randomizations," Papers 2304.08184, arXiv.org, revised Feb 2024.
    16. Benedikt M. Potscher & David Preinerstorfer, 2021. "Valid Heteroskedasticity Robust Testing," Papers 2104.12597, arXiv.org, revised Jul 2023.
    17. Dong, Chaohua & Gao, Jiti & Linton, Oliver, 2023. "High dimensional semiparametric moment restriction models," Journal of Econometrics, Elsevier, vol. 232(2), pages 320-345.
    18. Smith, Simon C. & Timmermann, Allan & Zhu, Yinchu, 2019. "Variable selection in panel models with breaks," Journal of Econometrics, Elsevier, vol. 212(1), pages 323-344.
    19. Guo, Xu & Li, Runze & Liu, Jingyuan & Zeng, Mudong, 2023. "Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic," Journal of Econometrics, Elsevier, vol. 235(1), pages 166-179.
    20. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2017. "Non-separable Models with High-dimensional Data," Economics and Statistics Working Papers 15-2017, Singapore Management University, School of Economics.
    21. Chao, John C. & Swanson, Norman R. & Woutersen, Tiemen, 2023. "Jackknife estimation of a cluster-sample IV regression model with many weak instruments," Journal of Econometrics, Elsevier, vol. 235(2), pages 1747-1769.
    22. Annalivia Polselli, 2023. "Robust Inference in Panel Data Models: Some Effects of Heteroskedasticity and Leveraged Data in Small Samples," Papers 2312.17676, arXiv.org.
    23. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    24. Yanqin Fan & Fang Han & Wei Li & Xiao-Hua Zhou, 2019. "On rank estimators in increasing dimensions," Papers 1908.05255, arXiv.org.
    25. Michal Koles'ar & Ulrich K. Muller & Sebastian T. Roelsgaard, 2023. "The Fragility of Sparsity," Papers 2311.02299, arXiv.org, revised Jan 2024.
    26. Braun, Martin & Verdier, Valentin, 2023. "Estimation of spillover effects with matched data or longitudinal network data," Journal of Econometrics, Elsevier, vol. 233(2), pages 689-714.
    27. Mittag, Nikolas, 2019. "A simple method to estimate large fixed effects models applied to wage determinants," Labour Economics, Elsevier, vol. 61(C).
    28. Ng Cheuk Fai, 2022. "Robust Inference in High Dimensional Linear Model with Cluster Dependence," Papers 2212.05554, arXiv.org.
    29. Sabrina Di Addario & Patrick Kline & Raffaele Saggio & Mikkel Soelvsten, 2022. "It ain't where you're from it's where you're at: firm effects, state dependence, and the gender wage gap," Temi di discussione (Economic working papers) 1374, Bank of Italy, Economic Research and International Relations Area.
    30. James G. MacKinnon, 2022. "Using Large Samples in Econometrics," Working Paper 1482, Economics Department, Queen's University.
    31. Jochmans, K., 2019. "Heteroskedasticity-Robust Inference in Linear Regression Models," Cambridge Working Papers in Economics 1957, Faculty of Economics, University of Cambridge.
    32. He, Yi & Jaidee, Sombut & Gao, Jiti, 2023. "Most powerful test against a sequence of high dimensional local alternatives," Journal of Econometrics, Elsevier, vol. 234(1), pages 151-177.
    33. Valentin Verdier, 2020. "Estimation and Inference for Linear Models with Two-Way Fixed Effects and Sparsely Matched Data," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 1-16, March.
    34. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2020. "Deep Learning for Individual Heterogeneity: An Automatic Inference Framework," Papers 2010.14694, arXiv.org, revised Jul 2021.
    35. Richard, Patrick, 2019. "Residual bootstrap tests in linear models with many regressors," Journal of Econometrics, Elsevier, vol. 208(2), pages 367-394.

  29. Matias D. Cattaneo & Michael Jansson & Whitney K. Newey, 2015. "Treatment Effects with Many Covariates and Heteroskedasticity," CREATES Research Papers 2015-31, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Holland, Ashley D., 2017. "Penalized spline estimation in the partially linear model," Journal of Multivariate Analysis, Elsevier, vol. 153(C), pages 211-235.
    2. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Ivan Fernandez-Val, 2016. "Conditional quantile processes based on series or many regressors," CeMMAP working papers 46/16, Institute for Fiscal Studies.

  30. Matias D. Cattaneo & Michael Jansson, 2014. "Bootstrapping Kernel-Based Semiparametric Estimators," CREATES Research Papers 2014-25, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2022. "Locally Robust Semiparametric Estimation," Econometrica, Econometric Society, vol. 90(4), pages 1501-1535, July.
    2. Dante Amengual & Enrique Sentana, 2016. "Comments on: Reflections on the Probability Space Induced by Moment Conditions with Implications for Bayesian Inference," Journal of Financial Econometrics, Oxford University Press, vol. 14(2), pages 248-252.

  31. Matias D. Cattaneo & Michael Jansson & Whitney K. Newey, 2012. "Alternative Asymptotics and the Partially Linear Model with Many Regressors," CREATES Research Papers 2012-02, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Matias D. Cattaneo & Max H. Farrell & Michael Jansson & Ricardo Masini, 2022. "Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators," Papers 2301.00277, arXiv.org, revised Feb 2024.
    2. Galbraith, John W. & Zinde-Walsh, Victoria, 2020. "Simple and reliable estimators of coefficients of interest in a model with high-dimensional confounding effects," Journal of Econometrics, Elsevier, vol. 218(2), pages 609-632.
    3. Anatolyev, Stanislav, 2021. "Mallows criterion for heteroskedastic linear regressions with many regressors," Economics Letters, Elsevier, vol. 203(C).
    4. Fan, Yanqin & Han, Fang & Li, Wei & Zhou, Xiao-Hua, 2020. "On rank estimators in increasing dimensions," Journal of Econometrics, Elsevier, vol. 214(2), pages 379-412.
    5. Anatolyev, Stanislav & Sølvsten, Mikkel, 2023. "Testing many restrictions under heteroskedasticity," Journal of Econometrics, Elsevier, vol. 236(1).
    6. Kuanhao Jiang & Rajarshi Mukherjee & Subhabrata Sen & Pragya Sur, 2022. "A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond," Papers 2205.10198, arXiv.org, revised Oct 2022.
    7. Riccardo D'Adamo, 2018. "Cluster-Robust Standard Errors for Linear Regression Models with Many Controls," Papers 1806.07314, arXiv.org, revised Apr 2019.
    8. Holland, Ashley D., 2017. "Penalized spline estimation in the partially linear model," Journal of Multivariate Analysis, Elsevier, vol. 153(C), pages 211-235.
    9. Smith, Simon C. & Timmermann, Allan & Zhu, Yinchu, 2019. "Variable selection in panel models with breaks," Journal of Econometrics, Elsevier, vol. 212(1), pages 323-344.
    10. Wang, Wenjie, 2021. "Bootstrap Inference for Partially Linear Model with Many Regressors," MPRA Paper 106391, University Library of Munich, Germany.
    11. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    12. Yanqin Fan & Fang Han & Wei Li & Xiao-Hua Zhou, 2019. "On rank estimators in increasing dimensions," Papers 1908.05255, arXiv.org.
    13. Bruce E. Hansen, 2016. "The Risk of James--Stein and Lasso Shrinkage," Econometric Reviews, Taylor & Francis Journals, vol. 35(8-10), pages 1456-1470, December.
    14. Duncan Sheppard Gilchrist & Emily Glassberg Sands, 2016. "Something to Talk About: Social Spillovers in Movie Consumption," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1339-1382.
    15. Mittag, Nikolas, 2019. "A simple method to estimate large fixed effects models applied to wage determinants," Labour Economics, Elsevier, vol. 61(C).
    16. Harold D Chiang & Yuya Sasaki, 2023. "On Using The Two-Way Cluster-Robust Standard Errors," Papers 2301.13775, arXiv.org.
    17. Richard, Patrick, 2019. "Residual bootstrap tests in linear models with many regressors," Journal of Econometrics, Elsevier, vol. 208(2), pages 367-394.

  32. Matias D. Cattaneo & Richard K. Crump & Michael Jansson, 2011. "Generalized Jackknife Estimators of Weighted Average Derivatives," CREATES Research Papers 2011-12, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Matias D. Cattaneo & Max H. Farrell & Michael Jansson & Ricardo Masini, 2022. "Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators," Papers 2301.00277, arXiv.org, revised Feb 2024.
    2. Enno Mammen & Christoph Rothe & Melanie Schienle, 2011. "Semiparametric Estimation with Generated Covariates," SFB 649 Discussion Papers SFB649DP2011-064, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    3. Andrew Ang & Dennis Kristensen, 2011. "Testing Conditional Factor Models," NBER Working Papers 17561, National Bureau of Economic Research, Inc.
    4. Kotlyarova, Yulia & Schafgans, Marcia M.A. & Zinde-Walsh, Victoria, 2021. "Rates of expansions for functional estimators," LSE Research Online Documents on Economics 113436, London School of Economics and Political Science, LSE Library.
    5. Rothe, Christoph & Firpo, Sergio, 2013. "Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions," IZA Discussion Papers 7564, Institute of Labor Economics (IZA).
    6. Matias D. Cattaneo & Michael Jansson, 2014. "Bootstrapping Kernel-Based Semiparametric Estimators," CREATES Research Papers 2014-25, Department of Economics and Business Economics, Aarhus University.
    7. Sadikoglu, Serhan, 2019. "Essays in econometric theory," Other publications TiSEM 99d83644-f9dc-49e3-a4e1-5, Tilburg University, School of Economics and Management.
    8. Cattaneo, Matias D. & Jansson, Michael, 2022. "Average Density Estimators: Efficiency And Bootstrap Consistency," Econometric Theory, Cambridge University Press, vol. 38(6), pages 1140-1174, December.
    9. Matsushita, Yukitoshi & Otsu, Taisuke, 2018. "Likelihood inference on semiparametric models: average derivative and treatment effect," LSE Research Online Documents on Economics 85870, London School of Economics and Political Science, LSE Library.
    10. Cizek, Pavel & Sadikoglu, Serhan, 2022. "Nonseparable Panel Models with Index Structure and Correlated Random Effects," Discussion Paper 2022-009, Tilburg University, Center for Economic Research.
    11. Max H. Farrell, 2013. "Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations," Papers 1309.4686, arXiv.org, revised Feb 2018.
    12. Matias D. Cattaneo & Michael Jansson, 2018. "Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency," Econometrica, Econometric Society, vol. 86(3), pages 955-995, May.
    13. Harold D. Chiang & Bing Yang Tan, 2020. "Empirical likelihood and uniform convergence rates for dyadic kernel density estimation," Papers 2010.08838, arXiv.org, revised May 2022.
    14. Cizek, P. & Lei, J., 2013. "Identification and Estimation of Nonseparable Single-Index Models in Panel Data with Correlated Random Effects," Other publications TiSEM 73e394eb-6799-4c79-af23-8, Tilburg University, School of Economics and Management.
    15. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
    16. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    17. Jia Li & Dacheng Xiu, 2016. "Generalized Method of Integrated Moments for High‐Frequency Data," Econometrica, Econometric Society, vol. 84, pages 1613-1633, July.
    18. Nagasawa, Kenichi, 2020. "Identification and Estimation of Group-Level Partial Effects," The Warwick Economics Research Paper Series (TWERPS) 1243, University of Warwick, Department of Economics.
    19. Ruijun Bu & Jihyun Kim & Bin Wang, 2020. "Uniform and Lp Convergences of Nonparametric Estimation for Diffusion Models," Working Papers 202021, University of Liverpool, Department of Economics.
    20. Yukitoshi Matsushita & Taisuke Otsu, 2019. "Jackknife, small bandwidth and high-dimensional asymptotics," STICERD - Econometrics Paper Series 605, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    21. Farrell, Max H., 2015. "Robust inference on average treatment effects with possibly more covariates than observations," Journal of Econometrics, Elsevier, vol. 189(1), pages 1-23.
    22. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2020. "Deep Learning for Individual Heterogeneity: An Automatic Inference Framework," Papers 2010.14694, arXiv.org, revised Jul 2021.

  33. Matias D. Cattaneo & Richard K. Crump & Michael Jansson, 2010. "Bootstrapping Density-Weighted Average Derivatives," CREATES Research Papers 2010-23, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Paulo Parente & Richard J. Smith, 2019. "Quasi-maximum likelihood and the kernel block bootstrap for nonlinear dynamic models," CeMMAP working papers CWP60/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Kotlyarova, Yulia & Schafgans, Marcia M.A. & Zinde-Walsh, Victoria, 2021. "Rates of expansions for functional estimators," LSE Research Online Documents on Economics 113436, London School of Economics and Political Science, LSE Library.
    3. Yulia Kotlyarova & Marcia M Schafgans & Victoria Zinde-Walsh, 2011. "Adapting Kernel Estimation to Uncertain Smoothness," STICERD - Econometrics Paper Series 557, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    4. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    5. Clara Lía Machado & Carlos León & Miguel Sarmiento & Freddy Cepeda & Orlando Chipatecua & Jorge cely, 2010. "Riesgo Sistémico y Estabilidad del Sistema de Pagos de Alto Valor en Colombia: Análisis bajo Topología de Redes y Simulación de Pagos," Borradores de Economia 627, Banco de la Republica de Colombia.
    6. Clara Lia Machado & Carlos León & Miguel Sarmiento & Orlando Chipatecua, 2010. "Riesgo Sistémico y Estabilidad del Sistema de Pagos de Alto Valor en Colombia: Análisis bajo Topología de Redes y Simulación de Pagos," Borradores de Economia 7669, Banco de la Republica.
    7. Konrad Menzel, 2021. "Bootstrap With Cluster‐Dependence in Two or More Dimensions," Econometrica, Econometric Society, vol. 89(5), pages 2143-2188, September.
    8. Clara Machado & Carlos León & Miguel Sarmiento & Freddy Cepeda & Orlando Chipatecua & Jorge Cely, 2011. "Riesgo Sistémico Y Estabilidad Del Sistema De Pagos De Alto Valor En Colombia: Análisis Bajo," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 29(65), pages 106-175, June.
    9. Paulo M.D.C. Parente & Richard J. Smith, 2018. "Generalised Empirical Likelihood Kernel Block Bootstrapping," Working Papers REM 2018/55, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    10. Robert Griffiths & Richard Barron & Michelle Gleeson & Mark Danese & Anthony O’Hagan & Victoria Chia & Jason Legg & Gary Lyman, 2012. "Granulocyte-Colony Stimulating Factor Use and Medical Costs after Initial Adjuvant Chemotherapy in Older Patients with Early-Stage Breast Cancer," PharmacoEconomics, Springer, vol. 30(2), pages 103-118, February.

  34. Matias D. Cattaneo & Richard K. Crump & Michael Jansson, 2009. "Robust Data-Driven Inference for Density-Weighted Average Derivatives," CREATES Research Papers 2009-46, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Hiroaki Kaido, 2014. "Asymptotically efficient estimation of weighted average derivatives with an interval censored variable," CeMMAP working papers 03/14, Institute for Fiscal Studies.
    2. Matias D. Cattaneo & Max H. Farrell & Michael Jansson & Ricardo Masini, 2022. "Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators," Papers 2301.00277, arXiv.org, revised Feb 2024.
    3. Cattaneo, Matias D & Crump, Richard K & Jansson, Michael, 2014. "Small Bandwidth Asymptotics For Density-Weighted Average Derivatives," Department of Economics, Working Paper Series qt3jd237cg, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    4. Dennis Kristensen, 2009. "Semiparametric modelling and estimation (in Russian)," Quantile, Quantile, issue 7, pages 53-83, September.
    5. Hao Dong & Taisuke Otsu & Luke Taylor, 2019. "Average Derivative Estimation Under Measurement Error," Departmental Working Papers 1901, Southern Methodist University, Department of Economics.
    6. Matias D. Cattaneo & Richard K. Crump & Michael Jansson, 2013. "Rejoinder," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(504), pages 1265-1268, December.
    7. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Ivan Fernandez-Val, 2016. "Conditional quantile processes based on series or many regressors," CeMMAP working papers 46/16, Institute for Fiscal Studies.
    8. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Ernst Schaumburg, 2020. "Characteristic-Sorted Portfolios: Estimation and Inference," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 531-551, July.
    9. Matsushita, Yukitoshi & Otsu, Taisuke, 2018. "Likelihood inference on semiparametric models: average derivative and treatment effect," LSE Research Online Documents on Economics 85870, London School of Economics and Political Science, LSE Library.
    10. Matias Cattaneo & Michael Jansson & Whitney K. Newey, 2015. "Alternative asymptotics and the partially linear model with many regressors," CeMMAP working papers 36/15, Institute for Fiscal Studies.
    11. Donald W.K. Andrews & Xiaoxia Shi, 2011. "Nonparametric Inference Based on Conditional Moment Inequalities," Cowles Foundation Discussion Papers 1840, Cowles Foundation for Research in Economics, Yale University.
    12. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    13. Atchadé, Yves F. & Cattaneo, Matias D., 2014. "A martingale decomposition for quadratic forms of Markov chains (with applications)," Stochastic Processes and their Applications, Elsevier, vol. 124(1), pages 646-677.
    14. Yukitoshi Matsushita & Taisuke Otsu, 2018. "Likelihood Inference on Semiparametric Models: Average Derivative and Treatment Effect," The Japanese Economic Review, Springer, vol. 69(2), pages 133-155, June.
    15. Yukitoshi Matsushita & Taisuke Otsu, 2019. "Jackknife, small bandwidth and high-dimensional asymptotics," STICERD - Econometrics Paper Series 605, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    16. Valeri Voev, 2009. "On the Economic Evaluation of Volatility Forecasts," CREATES Research Papers 2009-56, Department of Economics and Business Economics, Aarhus University.
    17. Ulrich K. Müller & Yulong Wang, 2017. "Fixed- Asymptotic Inference About Tail Properties," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(519), pages 1334-1343, July.

  35. Matias Cattaneo & Sebastian Galiani & Paul Gertler & Sebastian Martinez & Rocio Titiunik, 2008. "Housing, Health and Happiness," CEDLAS, Working Papers 0074, CEDLAS, Universidad Nacional de La Plata.

    Cited by:

    1. Galiani, Sebastián & Gertler, Paul J. & Undurraga, Raimundo & Cooper, Ryan & Martínez, Sebastián & Ross, Adam, 2017. "Shelter from the storm: Upgrading housing infrastructure in Latin American slums," Journal of Urban Economics, Elsevier, vol. 98(C), pages 187-213.
    2. Annez , Patricia Clarke & Linn, Johannes F., 2010. "An agenda for research on urbanization in developing countries : a summary of findings from a scoping exercise," Policy Research Working Paper Series 5476, The World Bank.
    3. Paul Dolan & Georgios Kavetsos & Christian Krekel & Dimitris Mavridis & Robert Metcalfe & Claudia Senik & Stefan Szymanski & Nicolas R. Ziebarth, 2016. "The Host with the Most? The Effects of the Olympic Games on Happiness," SOEPpapers on Multidisciplinary Panel Data Research 858, DIW Berlin, The German Socio-Economic Panel (SOEP).
    4. Gandelman, Néstor, 2010. "Property rights and chronic diseases: Evidence from a natural experiment in Montevideo, Uruguay 1990-2006," Economics & Human Biology, Elsevier, vol. 8(2), pages 159-167, July.
    5. Alfredo Palacios, 2019. "Impacto de los Programas de Transferencias de Ingresos en la Calidad de la Vivienda Familiar: Evidencia para el Plan de Inclusión Social, Argentina," CEDLAS, Working Papers 0240, CEDLAS, Universidad Nacional de La Plata.
    6. Gay, Victor, 2023. "Culture: An Empirical Investigation of Beliefs, Work, and Fertility – A Verification and Reproduction of Fernández and Fogli (2009)," I4R Discussion Paper Series 91, The Institute for Replication (I4R).
    7. Franklin, Simon, 2020. "Enabled to work: The impact of government housing on slum dwellers in South Africa," Journal of Urban Economics, Elsevier, vol. 118(C).
    8. Liyousew BORGA & Conchita D’AMBROSIO, 2020. "Social Protection and Multidimensional Poverty: Lessons from Ethiopia, India and Peru," Working Paper 424988bd-218a-4e08-b300-6, Agence française de développement.
    9. Jaesang Sung & Qihua Qiu, 2020. "The Impact of Housing Prices on Health in the United States Before, During, and After the Great Recession," Southern Economic Journal, John Wiley & Sons, vol. 86(3), pages 910-940, January.
    10. Juan Palacios & Piet Eichholtz & Nils Kok & Erdal Aydin, 2021. "The impact of housing conditions on health outcomes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(4), pages 1172-1200, December.
    11. Posada, H & García-Suaza, A, 2021. "Transit Infrastructure and Informal Housing: Assessing an Expansion of the Medellin's Metrocable System," Documentos de trabajo - Alianza EFI 19289, Alianza EFI.
    12. Richard Groot & Tia Palermo & Sudhanshu Handa & Luigi Peter Ragno & Amber Peterman, 2017. "Themed Issue: Cash Transfers and Microfinance," Development Policy Review, Overseas Development Institute, vol. 35(5), pages 621-643, September.
    13. Grösche, Peter, 2010. "Housing, energy cost, and the poor: Counteracting effects in Germany's housing allowance program," Energy Policy, Elsevier, vol. 38(1), pages 93-98, January.
    14. Akoete Ega Agbodji & Yele Maweki Batana & Denis Ouedraogo, 2013. "Gender Inequality in Multidimensional Welfare Deprivation in West Africa: The Case of Burkina Faso and Togo," OPHI Working Papers 64, Queen Elizabeth House, University of Oxford.
    15. Jeyapraba Suresh, 2023. "Poverty is Lack of Capabilities: A Literature Review," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(3), pages 462-476, March.
    16. Florencia Devoto & Esther Duflo & Pascaline Dupas & William Parienté & Vincent Pons, 2012. "Happiness on Tap: Piped Water Adoption in Urban Morocco," American Economic Journal: Economic Policy, American Economic Association, vol. 4(4), pages 68-99, November.
    17. Davis, Lucas W. & Martinez, Sebastian & Taboada, Bibiana, 2020. "How effective is energy-efficient housing? Evidence from a field trial in Mexico," Journal of Development Economics, Elsevier, vol. 143(C).
    18. Taryn Dinkelman & Sam Schulhofer-Wohl, 2012. "Migration, congestion externalities, and the evaluation of spatial investments," Working Papers 700, Federal Reserve Bank of Minneapolis.
    19. Alcázar, Lorena & Andrade, Raúl, 2008. "Quality of Life in Urban Neighborhoods in Metropolitan Lima, Peru," IDB Publications (Working Papers) 3329, Inter-American Development Bank.
    20. Brown, Annette N. & Wood, Benjamin Douglas Kuflick, 2017. "Which tests not witch hunts: a diagnostic approach for conducting replication research," Economics Discussion Papers 2017-77, Kiel Institute for the World Economy (IfW Kiel).
    21. Marco Gonzalez-Navarro & Climent Quintana-Domeque, 2016. "Paving Streets for the Poor: Experimental Analysis of Infrastructure Effects," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 254-267, May.
    22. Brueckner, Jan K., 2013. "Slums in developing countries: New evidence for Indonesia," Journal of Housing Economics, Elsevier, vol. 22(4), pages 278-290.
    23. Sonja Ayeb-Karlsson & Dominic Kniveton & Terry Cannon, 2020. "Trapped in the prison of the mind: Notions of climate-induced (im)mobility decision-making and wellbeing from an urban informal settlement in Bangladesh," Palgrave Communications, Palgrave Macmillan, vol. 6(1), pages 1-15, December.
    24. Dolan, Paul & Kavetsos, Georgios & Krekel, Christian & Mavridis, Dimitris & Metcalfe, Robert & Senik, Claudia & Szymanski, Stefan & Ziebarth, Nicolas R., 2019. "Quantifying the intangible impact of the Olympics using subjective well-being data," Journal of Public Economics, Elsevier, vol. 177(C), pages 1-1.
    25. Eduardo Lora & Andrew Powell, 2011. "A New Way of Monitoring the Quality of Urban Life," Research Department Publications 4729, Inter-American Development Bank, Research Department.
    26. Timothy Ludlow & Jonas Fooken & Christiern Rose & Kam Tang, 2022. "Incorporating Financial Hardship in Measuring the Mental Health Impact of Housing Stress," Papers 2205.01255, arXiv.org.
    27. Brown, Caitlin & Ravallion, Martin & van de Walle, Dominique, 2023. "Child health and the housing environment," World Development, Elsevier, vol. 168(C).
    28. Sebastian Galiani & Paul J. Gertler & Raimundo Undurraga, 2018. "Aspiration Adaptation in Resource-Constrained Environments," NBER Working Papers 24264, National Bureau of Economic Research, Inc.
    29. Andersen, Asbjørn G. & Kotsadam, Andreas & Somville, Vincent, 2022. "Material resources and well-being — Evidence from an Ethiopian housing lottery," Journal of Health Economics, Elsevier, vol. 83(C).
    30. Stutzer, Alois & Frey, Bruno S., 2012. "Recent Developments in the Economics of Happiness: A Selective Overview," IZA Discussion Papers 7078, Institute of Labor Economics (IZA).
    31. Jose Rosero, 2012. "The ABC of Housing Strategies: Are Housing Assistance Programs Effective in Enhancing Children's Well Being?," Tinbergen Institute Discussion Papers 12-074/3, Tinbergen Institute.
    32. Marta Barazzetta & Simon Appleton & Trudy Owens, 2015. "Hedonic adaptation to treatment: Evidence from a medical intervention," Discussion Papers 2015-08, University of Nottingham, CREDIT.
    33. Ervin, Paul A. & Bubak, Vit, 2019. "Closing the rural-urban gap in child malnutrition: Evidence from Paraguay, 1997–2012," Economics & Human Biology, Elsevier, vol. 32(C), pages 1-10.
    34. Powdthavee, Nattavudh & Stutzer, Alois, 2014. "Economic Approaches to Understanding Change in Happiness," IZA Discussion Papers 8131, Institute of Labor Economics (IZA).
    35. Jason Corburn & Alice Sverdlik, 2017. "Slum Upgrading and Health Equity," IJERPH, MDPI, vol. 14(4), pages 1-12, March.
    36. Arthur Acolin & Richard K. Green, 2015. "Measuring Housing Adequacy in Sao Paulo Metropolitan Region," Working Paper 9387, USC Lusk Center for Real Estate.
    37. Choda, Amreen & Schoofs, Annekathrin & Verrinder, Noel, 2020. "Improving housing conditions: Labelled loans in Kenya and Uganda," Ruhr Economic Papers 878, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    38. Richard H. Rijnks & Stephen Sheppard, 2019. "Occupant Well-Being and House Values," Department of Economics Working Papers 2019-23, Department of Economics, Williams College.
    39. Ann Mitchell & Jimena Macció & Diego Mariño Fages, 2019. "The Effects of Emergency Housing on Wellbeing: Evidence from Argentina’s Informal Settlements," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(3), pages 504-529, July.
    40. Bahadır Dursun & Resul Cesur, 2016. "Transforming lives: the impact of compulsory schooling on hope and happiness," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(3), pages 911-956, July.
    41. Imane Helmy & Christian Richter & Khalid Siddig & Hebatallah Ghoneim, 2018. "A Comparison of the Economics Impacts of Conditional and Unconditional Cash Transfers in Egypt," Working Papers 50, The German University in Cairo, Faculty of Management Technology.
    42. Barham, Tania, 2011. "A healthier start: The effect of conditional cash transfers on neonatal and infant mortality in rural Mexico," Journal of Development Economics, Elsevier, vol. 94(1), pages 74-85, January.
    43. Julia Dickson-Gomez & Agnes Nyabigambo & Abigail Rudd & Julius Ssentongo & Arthur Kiconco & Roy William Mayega, 2023. "Water, Sanitation, and Hygiene Challenges in Informal Settlements in Kampala, Uganda: A Qualitative Study," IJERPH, MDPI, vol. 20(12), pages 1-13, June.
    44. Galiani, Sebastian & Gertler, Paul & Orsola-Vidal, Alexandra, 2012. "Promoting handwashing behavior in Peru : the effect of large-scale mass-media and community level interventions," Policy Research Working Paper Series 6257, The World Bank.
    45. Hofman, Jake M. & Goldstein, Daniel G. & Sen, Siddhartha & Poursabzi-Sangdeh, Forough & Allen, Jennifer & Dong, Ling Liang & Fried, Brenda & Gaur, Harpreet & Hoq, Adnan & Mbazor, Emeka & Moreira, Naom, 2021. "Expanding the scope of reproducibility research through data analysis replications," Organizational Behavior and Human Decision Processes, Elsevier, vol. 164(C), pages 192-202.
    46. Chu-Chia Lin & Tsung-Chi Cheng & Shu-Chen Wang, 2014. "Measuring Subjective Well-Being in Taiwan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 116(1), pages 17-45, March.
    47. Jane Zavisca & Theodore Gerber & Hyungjun Suh, 2021. "Housing Status in Post-Soviet Contexts: A Multi-dimensional Measurement Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(2), pages 609-634, January.
    48. Sandrine Mesplé-Somps & Laure Pasquier-Doumer & Charlotte Guénard, 2016. "Quel impact des projets de réhabilitation urbaine sur les conditions de vie ? Le cas d’un bidonville à Djibouti," Working Papers 20160002, UMR Développement et Sociétés, Université Paris 1 Panthéon-Sorbonne, Institut de Recherche pour le Développement.
    49. Loschmann, Craig & Parsons, Christopher R. & Siegel, Melissa, 2015. "Does Shelter Assistance Reduce Poverty in Afghanistan?," World Development, Elsevier, vol. 74(C), pages 305-322.
    50. Reis, Mauricio, 2012. "Differences in nutritional outcomes between Brazilian white and black children," Economics & Human Biology, Elsevier, vol. 10(2), pages 174-188.
    51. Ray, Rita, 2020. "Mother’s autonomy and child anemia: A case study from India," Children and Youth Services Review, Elsevier, vol. 112(C).
    52. Maribel Jimenez & Monica Jimenez, 2009. "La Movilidad Intergeneracional del Ingreso: Evidencia para Argentina," CEDLAS, Working Papers 0084, CEDLAS, Universidad Nacional de La Plata.
    53. Krause, Brooke Laura, 2013. "Childhood Malnutrition and Educational Attainment: An Analysis using Oxford's Young Lives Longitudinal Study in Peru," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150598, Agricultural and Applied Economics Association.
    54. Wang, Dazhe & Qian, Wenrong & Guo, Xiaolin, 2019. "Gains and losses: Does farmland acquisition harm farmers’ welfare?," Land Use Policy, Elsevier, vol. 86(C), pages 78-90.
    55. de Groot, Richard & Yablonski, Jennifer & Valli, Elsa, 2022. "The impact of cash and health insurance on child nutrition during the first 1000 days: Evidence from Ghana," Food Policy, Elsevier, vol. 107(C).
    56. Taryn Dinkelman, 2010. "The Effects of Rural Electrification on Employment: New Evidence from South Africa," Working Papers 1255, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    57. Crost, Benjamin, 2016. "Can workfare programs offset the negative effect of unemployment on subjective well-being?," Economics Letters, Elsevier, vol. 140(C), pages 42-47.
    58. Laura Jaitman, 2015. "Urban infrastructure in Latin America and the Caribbean: public policy priorities," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 24(1), pages 1-57, December.
    59. Usman, Muhammed Abdella & Gerber, Nicolas & von Braun, Joachim, 2016. "The Impact of Drinking Water Quality and Sanitation Behavior on Child Health: Evidence from Rural Ethiopia," Discussion Papers 241764, University of Bonn, Center for Development Research (ZEF).

  36. Matias D. Cattaneo & Richard K. Crump & Michael Jansson, 2008. "Small Bandwidth Asymptotics for Density-Weighted Average Derivatives," CREATES Research Papers 2008-24, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Hiroaki Kaido, 2014. "Asymptotically efficient estimation of weighted average derivatives with an interval censored variable," CeMMAP working papers 03/14, Institute for Fiscal Studies.
    2. Matsushita, Yukitoshi & Otsu, Taisuke, 2020. "Jackknife empirical likelihood: small bandwidth, sparse network and high-dimension asymptotic," LSE Research Online Documents on Economics 106488, London School of Economics and Political Science, LSE Library.
    3. Cattaneo, Matias D. & Crump, Richard K. & Jansson, Michael, 2010. "Robust Data-Driven Inference for Density-Weighted Average Derivatives," Journal of the American Statistical Association, American Statistical Association, vol. 105(491), pages 1070-1083.
    4. Kotlyarova, Yulia & Schafgans, Marcia M.A. & Zinde-Walsh, Victoria, 2021. "Rates of expansions for functional estimators," LSE Research Online Documents on Economics 113436, London School of Economics and Political Science, LSE Library.
    5. Wang, Yulong & Xiao, Zhijie, 2022. "Estimation and inference about tail features with tail censored data," Journal of Econometrics, Elsevier, vol. 230(2), pages 363-387.
    6. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    7. Hao Dong & Taisuke Otsu & Luke Taylor, 2019. "Average Derivative Estimation Under Measurement Error," Departmental Working Papers 1901, Southern Methodist University, Department of Economics.
    8. Stéphane Bonhomme & Martin Weidner, 2020. "Minimizing Sensitivity to Model Misspecification," CeMMAP working papers CWP37/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    9. Bryan S. Graham, 2019. "Dyadic Regression," Papers 1908.09029, arXiv.org.
    10. Stéphane Bonhomme & Martin Weidner, 2022. "Minimizing sensitivity to model misspecification," Quantitative Economics, Econometric Society, vol. 13(3), pages 907-954, July.
    11. Jun, Sung Jae & Pinkse, Joris & Wan, Yuanyuan, 2015. "Classical Laplace estimation for n3-consistent estimators: Improved convergence rates and rate-adaptive inference," Journal of Econometrics, Elsevier, vol. 187(1), pages 201-216.
    12. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    13. Yukitoshi Matsushita & Taisuke Otsu, 2019. "Jackknife, small bandwidth and high-dimensional asymptotics," STICERD - Econometrics Paper Series 605, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    14. Farrell, Max H., 2015. "Robust inference on average treatment effects with possibly more covariates than observations," Journal of Econometrics, Elsevier, vol. 189(1), pages 1-23.
    15. Bryan S. Graham, 2020. "Sparse network asymptotics for logistic regression," Papers 2010.04703, arXiv.org.
    16. Dennis Kristensen, 2009. "Semiparametric Modelling and Estimation: A Selective Overview," CREATES Research Papers 2009-44, Department of Economics and Business Economics, Aarhus University.
    17. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

  37. Mathias D. Cattaneo & Richard K. Crump & Michael Jansson, 2007. "Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors," CREATES Research Papers 2007-11, Department of Economics and Business Economics, Aarhus University.

    Cited by:

    1. Donald W.K. Andrews & Patrik Guggenberger, 2007. "Applications of Subsampling, Hybrid, and Size-Correction Methods," Cowles Foundation Discussion Papers 1608, Cowles Foundation for Research in Economics, Yale University.
    2. Kaplan, David M. & Sun, Yixiao, 2012. "Smoothed Estimating Equations For Instrumental Variables Quantile Regression," University of California at San Diego, Economics Working Paper Series qt888657tp, Department of Economics, UC San Diego.
    3. Tetsuya Kaji, 2019. "Theory of Weak Identification in Semiparametric Models," Papers 1908.10478, arXiv.org, revised Aug 2020.
    4. Aviv Nevo & Adam Rosen, 2008. "Identification with imperfect instruments," CeMMAP working papers CWP16/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Keisuke Hirano & Jack R. Porter, 2023. "Asymptotic Representations for Sequential Decisions, Adaptive Experiments, and Batched Bandits," Papers 2302.03117, arXiv.org.
    6. Kolesár, Michal, 2018. "Minimum distance approach to inference with many instruments," Journal of Econometrics, Elsevier, vol. 204(1), pages 86-100.
    7. Keisuke Hirano & Jack R. Porter, 2015. "Location Properties of Point Estimators in Linear Instrumental Variables and Related Models," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 720-733, December.
    8. Sølvsten, Mikkel, 2020. "Robust estimation with many instruments," Journal of Econometrics, Elsevier, vol. 214(2), pages 495-512.
    9. Marmer, Vadim & Yu, Zhengfei, 2015. "Efficient Inference in the Classical IV Regression Model with Weak Identification: Asymptotic Power Against Arbitrarily Large Deviations from the Null Hypothesis," Microeconomics.ca working papers vadim_marmer-2015-17, Vancouver School of Economics, revised 02 Sep 2015.
    10. Mills, Benjamin & Moreira, Marcelo J. & Vilela, Lucas P., 2014. "Tests based on t-statistics for IV regression with weak instruments," Journal of Econometrics, Elsevier, vol. 182(2), pages 351-363.

Articles

  1. Cattaneo, Matias D. & Jansson, Michael, 2022. "Average Density Estimators: Efficiency And Bootstrap Consistency," Econometric Theory, Cambridge University Press, vol. 38(6), pages 1140-1174, December.
    See citations under working paper version above.
  2. Matias D. Cattaneo & Rocío Titiunik, 2022. "Regression Discontinuity Designs," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 821-851, August.
    See citations under working paper version above.
  3. Alberto Abadie & Matias D. Cattaneo, 2021. "Introduction to the Special Section on Synthetic Control Methods," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1713-1715, October.

    Cited by:

    1. Jiafeng Chen, 2023. "Synthetic Control as Online Linear Regression," Econometrica, Econometric Society, vol. 91(2), pages 465-491, March.
    2. 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.

  4. Matias D. Cattaneo & Luke Keele & Rocío Titiunik & Gonzalo Vazquez-Bare, 2021. "Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1941-1952, October.
    See citations under working paper version above.
  5. Matias D. Cattaneo & Yingjie Feng & Rocio Titiunik, 2021. "Prediction Intervals for Synthetic Control Methods," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1865-1880, October.
    See citations under working paper version above.
  6. Matias D. Cattaneo & Michael Jansson & Kenichi Nagasawa, 2020. "Bootstrap‐Based Inference for Cube Root Asymptotics," Econometrica, Econometric Society, vol. 88(5), pages 2203-2219, September.
    See citations under working paper version above.
  7. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Ernst Schaumburg, 2020. "Characteristic-Sorted Portfolios: Estimation and Inference," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 531-551, July.
    See citations under working paper version above.
  8. Matias D. Cattaneo & Xinwei Ma & Yusufcan Masatlioglu & Elchin Suleymanov, 2020. "A Random Attention Model," Journal of Political Economy, University of Chicago Press, vol. 128(7), pages 2796-2836.
    See citations under working paper version above.
  9. Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez-Bare, 2020. "Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores," Stata Journal, StataCorp LP, vol. 20(4), pages 866-891, December.
    See citations under working paper version above.
  10. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    See citations under working paper version above.
  11. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Simple Local Polynomial Density Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(531), pages 1449-1455, July.
    See citations under working paper version above.
  12. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    See citations under working paper version above.
  13. Matias Cattaneo & Rocio Titiunik & Gonzalo Vazquez-Bare, 2019. "Power calculations for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 19(1), pages 210-245, March.

    Cited by:

    1. Bellodi, Luca & Docquier, Frédéric & Iandolo, Stefano & Morelli, Massimo & Turati, Riccardo, 2024. "Digging up Trenches: Populism, Selective Mobility, and the Political Polarization of Italian Municipalities," IZA Discussion Papers 16732, Institute of Labor Economics (IZA).
    2. Laurent Bach & Arthur Guillouzouic & Clément Malgouyres, 2021. "Does Holding Elections during a Covid-19 Pandemic Put the Lives of Politicians at Risk?," PSE Working Papers halshs-02895359, HAL.
    3. Yörük, Baris, 2022. "Does Public Policy Affect Attitudes? Evidence from Age-Based Health Insurance Coverage Policies in the United States," IZA Discussion Papers 15346, Institute of Labor Economics (IZA).
    4. Bagues, Manuel & Campa, Pamela, 2017. "Can Gender Quotas in Candidate Lists Empower Women? Evidence from a Regression Discontinuity Design," CEPR Discussion Papers 12149, C.E.P.R. Discussion Papers.
    5. Suziedelyte, Agne & Zhu, Anna, 2021. "The intergenerational impact of reduced generosity in the social safety net," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 1-24.
    6. Carozzi, Felipe & Cipullo, Davide & Repetto, Luca, 2024. "Powers that be? Political alignment, government formation, and government stability," Journal of Public Economics, Elsevier, vol. 230(C).
    7. Bouke Klein Teeselink & Martijn J. van den Assem & Dennie van Dolder, 2020. "Does Losing Lead to Winning? An Empirical Analysis for Four Different Sports," Tinbergen Institute Discussion Papers 20-049/IV, Tinbergen Institute.
    8. Stommes, Drew & Aronow, P. M. & Sävje, Fredrik, 2023. "On the Reliability of Published Findings Using the Regression Discontinuity Design in Political Science," I4R Discussion Paper Series 22, The Institute for Replication (I4R).
    9. Sahay, Abhilasha & Dervišević, Ervin & Perova, Elizaveta, 2023. "Conditional cash transfers and violence against women – Does the type of violence matter?," Social Science & Medicine, Elsevier, vol. 333(C).
    10. Jules Gazeaud & Claire Ricard, 2021. "Conditional Cash Transfers and the Learning Crisis : Evidence from Tayssir Scale-up in Morocco," CERDI Working papers hal-03137463, HAL.
    11. Jonathan James, 2023. "Let there be light: Daylight saving time and road traffic collisions," Economic Inquiry, Western Economic Association International, vol. 61(3), pages 523-545, July.
    12. Han, Yiran & Yörük, Baris, 2022. "Age-Based Health Insurance Coverage Policies and Mental Health," IZA Discussion Papers 15489, Institute of Labor Economics (IZA).
    13. Vera-Cossio, Diego A. & Hoffmann, Bridget & Pecha, Camilo & Gallego, Jorge & Stampini, Marco & Vargas, David & Medina, María Paula & Álvarez, Esteban, 2023. "Re-thinking Social Protection: From Poverty Alleviation to Building Resilience in Middle-Income Households," IDB Publications (Working Papers) 12925, Inter-American Development Bank.
    14. Luca Bellodi & Frédéric Docquier & Stefano Iandolo & Massimo Morelli & Riccardo Turati, 2024. "Digging Up Trenches: Populism, Selective Mobility, and the Political Polarization of Italian Municipalities," LISER Working Paper Series 2024-01, Luxembourg Institute of Socio-Economic Research (LISER).
    15. Pasquini, Ricardo A., 2021. "Effects of regulating the brokerage commission in the rental market: Evidence from Buenos Aires," Journal of Housing Economics, Elsevier, vol. 54(C).
    16. Anthony Harris & Anthony D'Agostino & Sara Litke-Farzaneh & Beryl Seiler & Matt Sloan, "undated". "Morocco Land Productivity Project: Evaluation Design Report," Mathematica Policy Research Reports f3fc788501b64608b17e1cb23, Mathematica Policy Research.
    17. Kuliomina, Jekaterina, 2021. "Do personal characteristics of councilors affect municipal budget allocation?," European Journal of Political Economy, Elsevier, vol. 70(C).
    18. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2021. "Co-payment exemption and healthcare consumption. Quasi-experimental evidence from Italy," Working Papers in Public Economics 203, University of Rome La Sapienza, Department of Economics and Law.
    19. Bouke Klein Teeselink & Martijn J. van den Assem & Dennie van Dolder, 2023. "Does Losing Lead to Winning? An Empirical Analysis for Four Sports," Management Science, INFORMS, vol. 69(1), pages 513-532, January.
    20. Tu T. Nguyen & Barış K. Yörük, 2020. "Aging out of dependent coverage and the effects on the use of inpatient medical care," International Journal of Health Economics and Management, Springer, vol. 20(4), pages 381-390, December.

  14. Matias D Cattaneo & Michael Jansson & Xinwei Ma, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(3), pages 1095-1122.
    See citations under working paper version above.
  15. Cattaneo, Matias D. & Jansson, Michael & Newey, Whitney K., 2018. "Alternative Asymptotics And The Partially Linear Model With Many Regressors," Econometric Theory, Cambridge University Press, vol. 34(2), pages 277-301, April.
    See citations under working paper version above.
  16. Matias D. Cattaneo & Michael Jansson & Whitney K. Newey, 2018. "Inference in Linear Regression Models with Many Covariates and Heteroscedasticity," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1350-1361, July.
    See citations under working paper version above.
  17. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
    See citations under working paper version above.
  18. Matias D. Cattaneo & Michael Jansson, 2018. "Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency," Econometrica, Econometric Society, vol. 86(3), pages 955-995, May.

    Cited by:

    1. Giuseppe Cavaliere & S'ilvia Gonc{c}alves & Morten {O}rregaard Nielsen & Edoardo Zanelli, 2022. "Bootstrap inference in the presence of bias," Papers 2208.02028, arXiv.org, revised Nov 2023.
    2. Kotlyarova, Yulia & Schafgans, Marcia M.A. & Zinde-Walsh, Victoria, 2021. "Rates of expansions for functional estimators," LSE Research Online Documents on Economics 113436, London School of Economics and Political Science, LSE Library.
    3. Wang, Yulong & Xiao, Zhijie, 2022. "Estimation and inference about tail features with tail censored data," Journal of Econometrics, Elsevier, vol. 230(2), pages 363-387.
    4. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    5. Yukitoshi Matsushita & Taisuke Otsu, 2019. "Jackknife, small bandwidth and high-dimensional asymptotics," STICERD - Econometrics Paper Series 605, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    6. Fernando Rios-Avila, 2019. "A Semi-Parametric Approach to the Oaxaca-Blinder Decomposition with Continuous Group Variable and Self-Selection," Economics Working Paper Archive wp_930, Levy Economics Institute.
    7. Aurélien Baillon & Owen O'Donnell & Stella Quimbo & Kim van Wilgenburg, 2022. "Do time preferences explain low health insurance take‐up?," Post-Print halshs-03908423, HAL.

  19. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LP, vol. 18(1), pages 234-261, March.

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    1. Brachert, Matthias & Dettmann, Eva & Titze, Mirko, 2019. "The regional effects of a place-based policy – Causal evidence from Germany," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    2. Persson, Petra & Qiu, Xinyao & Rossin-Slater, Maya, 2021. "Family Spillover Effects of Marginal Diagnoses: The Case of ADHD," IZA Discussion Papers 14020, Institute of Labor Economics (IZA).
    3. Laurent Bach & Arthur Guillouzouic & Clément Malgouyres, 2021. "Does Holding Elections during a Covid-19 Pandemic Put the Lives of Politicians at Risk?," PSE Working Papers halshs-02895359, HAL.
    4. Peter Eibich & Thomas Siedler, 2020. "Retirement, Intergenerational Time Transfers, and Fertility," SOEPpapers on Multidisciplinary Panel Data Research 1073, DIW Berlin, The German Socio-Economic Panel (SOEP).
    5. , Jafar & Singh, Tejendra Pratap, 2023. "Peace of Mind: Examining Election-Induced Anxiety among Minorities in India," OSF Preprints hpu5y, Center for Open Science.
    6. Luca Villamaina & Paolo Acciari, 2023. "Taxation and labour supply decisions: an evaluation of the earned income tax credit in Italy," Working Papers wp2023-20, Ministry of Economy and Finance, Department of Finance.
    7. Camarero Garcia, Sebastian & Hansch, Michelle, 2020. "The effect of unemployment insurance benefits on (self-)employment: Two sides of the same coin?," ZEW Discussion Papers 20-062, ZEW - Leibniz Centre for European Economic Research.
    8. Luis R. Martinez & Jonas Jessen & Guo Xu, 2022. "A Glimpse of Freedom: Allied Occupation and Political Resistance in East Germany," SOEPpapers on Multidisciplinary Panel Data Research 1176, DIW Berlin, The German Socio-Economic Panel (SOEP).
    9. Britto, Diogo & Melo, Caique & Sampaio, Breno, 2022. "The Kids Aren't Alright: Parental Job Loss and Children's Outcomes Within and Beyond Schools," CEPR Discussion Papers 17562, C.E.P.R. Discussion Papers.
    10. Cantoni, Enrico & Gazzè, Ludovica & Schafer, Jerome, 2021. "Turnout in concurrent elections: Evidence from two quasi-experiments in Italy," European Journal of Political Economy, Elsevier, vol. 70(C).
    11. Burlando, Alfredo & Kuhnk, Michael A. & Prina, Silvia, 2023. "Too Fast, Too Furious? Digital Credit Delivery Speed and Repayment Rates," IZA Discussion Papers 16451, Institute of Labor Economics (IZA).
    12. Christopher Neilson & Dejan Kovac, 2020. "O Brother, Where Start Thou? Sibling Spillovers on College and Major Choice in Four Countries," Working Papers 641, Princeton University, Department of Economics, Industrial Relations Section..
    13. Zhuang Hao & Huihui Cheng & Till Bärnighausen & Simiao Chen, 2024. "The effects of parental retirement on adult children's health: Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 33(1), pages 12-20, January.
    14. Leopoldo Fergusson & Arturo Harker & Carlos Molina & Juan Camilo Yamín, 2023. "Political incentives and corruption evidence from ghost students," Documentos CEDE 20732, Universidad de los Andes, Facultad de Economía, CEDE.
    15. Toledo, Katia & Alvarado, Alfredo, 2023. "Tackling BEPS in the Global South: Evidence from Peru’s tax reform," Economic Systems, Elsevier, vol. 47(3).
    16. Bonilla, Sade, 2020. "The dropout effects of career pathways: Evidence from California," Economics of Education Review, Elsevier, vol. 75(C).
    17. Hector Galindo Silva, 2018. "Political Openness and Armed Conflict: Evidence from Local Councils in Colombia," Documentos de Economía 16720, Universidad Javeriana - Bogotá.
    18. Rooth, Dan-Olof & Stenberg, Anders, 2023. "Intergenerational and Sibling Spillovers in High School Majors," Working Paper Series 1/2023, Stockholm University, Swedish Institute for Social Research.
    19. Rosa Sanchis-Guarner & José Montalbán & Felix Weinhardt, 2021. "Home Broadband and Human Capital Formation," CESifo Working Paper Series 8846, CESifo.
    20. Matteo Picchio & Raffaella Santolini, 2019. "Fiscal rules and budget forecast errors of Italian Municipalities," Working Papers 438, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    21. Suziedelyte, Agne & Zhu, Anna, 2021. "The intergenerational impact of reduced generosity in the social safety net," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 1-24.
    22. Barbara Broadway & Anna Zhu, 2023. "Spatial heterogeneity in welfare reform success," Melbourne Institute Working Paper Series wp2023n13, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    23. Huebener, Mathias & Kuehnle, Daniel & Spiess, C. Katharina, 2019. "Parental leave policies and socio-economic gaps in child development: Evidence from a substantial benefit reform using administrative data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 61.
    24. Bovay, John, 2021. "Moral hazard under discrete information disclosure: Evidence from food-safety inspections," 2021 Allied Social Sciences Association (ASSA) Annual Meeting (Virtual), January 3-5, 2021, San Diego, California 307948, Agricultural and Applied Economics Association.
    25. Tricaud, Clemence & Chauvin, Juan Pablo, 2023. "Gender and Electoral Incentives: Evidence from Crisis Response," CEPR Discussion Papers 17904, C.E.P.R. Discussion Papers.
    26. Matteo Picchio & Mattia Filomena, 2021. "Retirement And Health Outcomes In A Metaanalytical Framework," Working Papers 458, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    27. van Ours, Jan C. & Picchio, Matteo, 2019. "The Mental Health Effects of Retirement," CEPR Discussion Papers 14135, C.E.P.R. Discussion Papers.
    28. Hansoo Ko & Renata E. Howland & Sherry A. Glied, 2020. "The Effects of Income on Children’s Health: Evidence from Supplemental Security Income Eligibility under New York State Medicaid," NBER Working Papers 26639, National Bureau of Economic Research, Inc.
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    34. Chen, Yu & Shi, Shaobin & Tang, Yugang, 2019. "Valuing the urban hukou in China: Evidence from a regression discontinuity design for housing prices," Journal of Development Economics, Elsevier, vol. 141(C).
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    36. 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).
    37. Niklas Potrafke & Felix Rösel, 2019. "The Urban-Rural Gap in Health Care Infrastructure – Does Government Ideology Matter?," ifo Working Paper Series 300, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    38. Pengju Zhang & Phuong Nguyen‐Hoang & Na Chen, 2022. "The impact of home rule on municipal boundary and fiscal expansion: Evidence from Texas," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1442-1466, November.
    39. Andrés Barrios Fernández, 2019. "Should I stay or should I go? Neighbors' effects on university enrollment," CEP Discussion Papers dp1653, Centre for Economic Performance, LSE.
    40. Akgündüz, Yusuf Emre & Akyol, Pelin & Aydemir, Abdurrahman B. & Demirci, Murat & Kirdar, Murat Güray, 2023. "Maternal Education and Early Child Development: The Roles of Parental Support for Learning, Learning Materials, and Father Characteristics," IZA Discussion Papers 16328, Institute of Labor Economics (IZA).
    41. Leung, Pauline, 2022. "State responses to federal matching grants: The case of medicaid," Journal of Public Economics, Elsevier, vol. 216(C).
    42. Frio, Gustavo Saraiva & França, Marco Tulio Aniceto, 2021. "Human papillomavirus vaccine and risky sexual behavior: Regression discontinuity design evidence from Brazil," Economics & Human Biology, Elsevier, vol. 40(C).
    43. Hermle, Johannes & Herold, Elena & Hildebrand, Nikolaus, 2024. "Preferences over Relative Income within the Household," IZA Discussion Papers 16803, Institute of Labor Economics (IZA).
    44. Benoît SCHMUTZ & Grégory VERDUGO, 2020. "Do Politicians Shape the Electorate ? Evidence from French Municipalities," Working Papers 2020-18, Center for Research in Economics and Statistics, revised 01 Apr 2021.
    45. Mellace, Giovanni & Ventura, Marco, 2019. "Intended and unintended effects of public incentives for innovation. Quasi-experimental evidence from Italy," Discussion Papers on Economics 9/2019, University of Southern Denmark, Department of Economics.
    46. David M. Brasington & Marios Zachariadis, 2021. "Government spending and economic activity: Regression discontinuity evidence from voting on renewals of tax levies," University of Cyprus Working Papers in Economics 06-2021, University of Cyprus Department of Economics, revised 06 Dec 2020.
    47. Ghirelli, Corinna & Havari, Enkelejda & Meroni, Elena Claudia & Verzillo, Stefano, 2023. "The Long-Term Causal Effects of Winning an ERC Grant," IZA Discussion Papers 16108, Institute of Labor Economics (IZA).
    48. Bhalotra, Sonia R. & Britto, Diogo & Pinotti, Paolo & Sampaio, Breno, 2021. "Job Displacement, Unemployment Benefits and Domestic Violence," IZA Discussion Papers 14543, Institute of Labor Economics (IZA).
    49. Victor Hernandez Martinez & Kaixin Liu, 2022. "The Value of Unemployment Insurance: Liquidity vs. Insurance Value," Working Papers 22-16, Federal Reserve Bank of Cleveland.
    50. Alessio Gaggero & Joan Gil & Dolores Jiménez-Rubio & Eugenio Zucchelli, 2021. "Health information and lifestyle behaviours: the impact of a diabetes diagnosis," UB School of Economics Working Papers 2021/406, University of Barcelona School of Economics.
    51. Mohamed Ebeid & Umut Oguzoglu, 2023. "Short‐term effect of retirement on health: Evidence from nonparametric fuzzy regression discontinuity design," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1323-1343, June.
    52. Hai-Anh H. Dang & Trong-Anh Trinh, 2022. "The Beneficial Impacts of COVID-19 Lockdowns on Air Pollution: Evidence from Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 58(10), pages 1917-1933, October.
    53. David M. Brasington & Marios Zachariadis, 2022. "Fiscal policy and economic activity: New Causal Evidence," University of Cyprus Working Papers in Economics 09-2022, University of Cyprus Department of Economics.
    54. Huebener, Mathias & Jessen, Jonas & Kühnle, Daniel & Oberfichtner, Michael, 2021. "A Firm-Side Perspective on Parental Leave," IZA Discussion Papers 14478, Institute of Labor Economics (IZA).
    55. Gaggero, Alessio & Gil, Joan & Jiménez-Rubio, Dolores & Zucchelli, Eugenio, 2022. "Does health information affect lifestyle behaviours? The impact of a diabetes diagnosis," Social Science & Medicine, Elsevier, vol. 314(C).
    56. Diana Bonfim & Cláudia Custódio & Clara Raposo, 2022. "Supporting small firms through recessions and recoveries," GEE Papers 0170, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Sep 2022.
    57. Viladecans-Marsal, Elisabet & Magontier, Pierre & Solé-Ollé, Albert, 2021. "The political economy of coastal development," CEPR Discussion Papers 15780, C.E.P.R. Discussion Papers.
    58. Sunil Mithas & Yanzhen Chen & Yatang Lin & Alysson De Oliveira Silveira, 2022. "On the causality and plausibility of treatment effects in operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4558-4571, December.
    59. Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez-Bare, 2020. "Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores," Stata Journal, StataCorp LP, vol. 20(4), pages 866-891, December.
    60. Christopher Erwin, 2019. "Low-performing student responses to state merit scholarships," Working Papers 2019-02, Auckland University of Technology, Department of Economics.
    61. Goncalo Lima & Luis Catela Nunes & Ana Balcao Reis & Maria do Carmo Seabra, 2022. "No country for young kids? The effects of school starting age throughout childhood and beyond," Nova SBE Working Paper Series wp639, Universidade Nova de Lisboa, Nova School of Business and Economics.
    62. Hongsheng Fang & Yunqing Su & Weijun Lu, 2022. "Tax incentive and firm investment: Evidence from the Income Tax Revenue Sharing Reform in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(5), pages 4849-4884, December.
    63. Matteo Picchio & Michele Ubaldi, 2022. "Unemployment And Health: A Meta-Analysis," Working Papers 467, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    64. Muñoz, Pablo & Prem, Mounu, 2021. "Managers' Productivity and Recruitment in the Public Sector: The Case of School Principals," SocArXiv 7zn2b, Center for Open Science.
    65. Rodríguez Torres, Omar, 2022. "The productive role of social policy," MERIT Working Papers 2022-010, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    66. Gorrín, Jesús & Morales-Arilla, José & Ricca, Bernardo, 2023. "Export side effects of wars on organized crime: The case of Mexico," Journal of International Economics, Elsevier, vol. 144(C).
    67. Cortes, Felipe, 2021. "Firm opacity and the opportunity cost of cash," Journal of Corporate Finance, Elsevier, vol. 68(C).
    68. Galasso, Vincenzo & Dano, Kevin & Ferlenga, Francesco & LePennec, Caroline & Pons, Vincent, 2022. "Coordination and Incumbency Advantage in Multi-Party Systems - Evidence from French Elections," CEPR Discussion Papers 17600, C.E.P.R. Discussion Papers.
    69. Robin Harding & Mounu Prem & Nelson A. Ruiz & David Vargas, 2021. "Buying a Blind Eye: Campaign Donations, Forbearance, and Deforestation in Colombia," Documentos de Trabajo 19296, Universidad del Rosario.
    70. Jose A. Valderrama & Javier Olivera, 2023. "The effects of social pensions on mortality among the extreme poor elderly," Documentos de Trabajo / Working Papers 2023-525, Departamento de Economía - Pontificia Universidad Católica del Perú.
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    74. Judit Krekó, 2019. "Effect of employment tax incentives: the case of disability quota in Hungary," CEU Working Papers 2019_1, Department of Economics, Central European University.
    75. Giuseppe Francesco Gori & Patrizia Lattarulo & Marco Mariani, 2021. "The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables," Papers 2102.09625, arXiv.org.
    76. Robert M. Gonzalez, 2021. "Cell Phone Access and Election Fraud: Evidence from a Spatial Regression Discontinuity Design in Afghanistan," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 1-51, April.
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    78. Daniel Kuehnle & Michael Oberfichtner & Kerstin Ostermann, 2021. "Revisiting gender identity and relative income within households: A cautionary tale on the potential pitfalls of density estimators," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(7), pages 1065-1073, November.
    79. Schneider, Rodrigo & Veras, Henrique, 2023. "Do bigger legislatures lead to bigger government? Evidence from a Brazilian municipal council reform," LSE Research Online Documents on Economics 120411, London School of Economics and Political Science, LSE Library.
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    81. Andrew McEachin & Thurston Domina & Andrew Penner, 2020. "Heterogeneous Effects of Early Algebra across California Middle Schools," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(3), pages 772-800, June.
    82. Matteo Gamalerio & Massimo Morelli & Margherita Negri, 2021. "The Political Economy of Open Borders: Theory and Evidence on the role of Electoral Rules," BAFFI CAREFIN Working Papers 21157, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    83. Cuong Viet Nguyen & Finn Tarp, 2023. "Cash Transfers and Labor Supply: New Evidence on Impacts and Mechanisms," DERG working paper series 23-18, University of Copenhagen. Department of Economics. Development Economics Research Group (DERG).
    84. Dean Hyslop & David Maré, 2022. "The impact of the 2018 Families Package Accommodation Supplement area changes on housing outcomes," Working Papers 22_01, Motu Economic and Public Policy Research.
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    86. Lusher, Lester & Ruberg, Tim, 2023. "Killer Alerts? Public Health Warnings and Heat Stroke in Japan," IZA Discussion Papers 16562, Institute of Labor Economics (IZA).
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    88. Ã lvaro Choi, 2023. "The Impact of Compulsory Schooling Expansion on Educational Outcomes: The Case of Indonesia," UB School of Economics Working Papers 2023/452, University of Barcelona School of Economics.
    89. Nicolás Abbate & Bruno Jiménez, 2023. "Do Minimum Wage Hikes Lead to Employment Destruction? Evidence from a Regression Discontinuity Design in Argentina," CEDLAS, Working Papers 0310, CEDLAS, Universidad Nacional de La Plata.
    90. Leandro de Magalhaes & Salomo Hirvonen, 2019. "The Incumbent-Challenger Advantage and the Winner-Runner-up Advantage," Bristol Economics Discussion Papers 19/710, School of Economics, University of Bristol, UK.
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    95. Deltas, George & Evenett, Simon, 2020. "Language as a barrier to entry: Foreign competition in Georgian public procurement," International Journal of Industrial Organization, Elsevier, vol. 73(C).
    96. Chen, Wei-Lin & Lin, Ming-Jen & Yang, Tzu-Ting, 2023. "Curriculum and national identity: Evidence from the 1997 curriculum reform in Taiwan," Journal of Development Economics, Elsevier, vol. 163(C).
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    99. Caro, Juan Carlos, 2020. "Parental investments, socioemotional development and nutritional health in Chile," MPRA Paper 98867, University Library of Munich, Germany.
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    104. Healy, Olivia & Heissel, Jennifer A., 2024. "Baby Bumps in the Road: The Impact of Parenthood on Job Performance, Human Capital, and Career Advancement," IZA Discussion Papers 16743, Institute of Labor Economics (IZA).
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    117. Leandro De Magalhaes & Dominik Hangartner & Salomo Hirvonen & Jaakko Meriläinen & Nelson A. Ruiz, 2020. "How Much Should We Trust Regression Discontinuity Design Estimates? Evidence from Experimental Benchmarks of the Incumbency Advantage," Discussion Papers 135, Aboa Centre for Economics.
    118. Aaron Albert & Nathan Wozny, 2022. "The Impact of Academic Probation: Do Intensive Interventions Help?," Working Papers 2022-02, Department of Economics and Geosciences, US Air Force Academy.
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    121. Gordon Dahl & Dan-Olof Rooth & Anders Stenberg, 2020. "High School Majors, Comparative (Dis)Advantage, and Future Earnings," NBER Working Papers 27524, National Bureau of Economic Research, Inc.
    122. David M. Brasington, 2022. "Cutting Funding for Police Protection: The Consequences for the Size of Newly-Constructed Housing," The Journal of Real Estate Finance and Economics, Springer, vol. 65(4), pages 549-571, November.
    123. Alonso, José M. & Andrews, Rhys & Jorda, Vanesa, 2019. "Do neighbourhood renewal programs reduce crime rates? Evidence from England," Journal of Urban Economics, Elsevier, vol. 110(C), pages 51-69.
    124. Luciana Juvenal & Paulo Santos Monteiro, 2021. "Risky Gravity," Discussion Papers 21/02, Department of Economics, University of York.
    125. Ongena, Steven & Delis, Manthos & Fringuellotti, Fulvia, 2019. "Credit and Income," CEPR Discussion Papers 13468, C.E.P.R. Discussion Papers.
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    156. Fetter, T. Robert & Usmani, Faraz, 2020. "Fracking, farmers, and rural electrification in India," Ruhr Economic Papers 864, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    157. Mohamed Abouaziza, 2022. "Farmer constraints and relational contracts: evidence from agricultural value chains in East Africa," Economics PhD Theses 0122, Department of Economics, University of Sussex Business School.
    158. Delis, Manthos & Galariotis, Emilios & Iosifidi, Maria, 2023. "Corporate Taxes and Economic Inequality: A Credit Channel," MPRA Paper 116396, University Library of Munich, Germany.
    159. David M. Brasington, 2022. "Local economic growth and local government investment in parks and recreation, or five cheese pizzas for $2.6 million," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 81-95, January.
    160. Arráiz, Irani & Bruhn, Miriam & Roth, Benjamin N. & Ruiz-Ortega, Claudia & Stucchi, Rodolfo, 2021. "Borrower leakage from costly screening: Evidence from SME lending in Peru," Journal of Development Economics, Elsevier, vol. 153(C).
    161. Fang, Hongsheng & Su, Yunqing & Lu, Weijun, 2022. "Tax incentive and corporate financial performance: Evidence from income tax revenue sharing reform in China," Journal of Asian Economics, Elsevier, vol. 81(C).
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    164. Amorim, Guilherme & Britto, Diogo & Fonseca, Alexandre & Sampaio, Breno, 2024. "Job Loss, Unemployment Insurance, and Health: Evidence from Brazil," IZA Discussion Papers 16790, Institute of Labor Economics (IZA).
    165. Marcelo Castro & Cesar Tirso, 2023. "The impacts of the age of majority on the exposure to violent crimes," Empirical Economics, Springer, vol. 64(2), pages 983-1023, February.
    166. Xingchi Shen & Yueming Lucy Qiu & Pengfei Liu & Anand Patwardhan, 2022. "The Effect of Rebate and Loan Incentives on Residential Heat Pump Adoption: Evidence from North Carolina," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(3), pages 741-789, July.
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    3. Bonaccorsi di Patti, Emilia & Moscatelli, Mirko & Pietrosanti, Stefano, 2023. "The impact of bank regulation on the cost of credit: Evidence from a discontinuity in capital requirements," Journal of Financial Intermediation, Elsevier, vol. 55(C).
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    5. Yörük, Baris, 2022. "Does Public Policy Affect Attitudes? Evidence from Age-Based Health Insurance Coverage Policies in the United States," IZA Discussion Papers 15346, Institute of Labor Economics (IZA).
    6. Tao Lin & Wenhao Qian & Hongwei Wang & Yu Feng, 2022. "Air Pollution and Workplace Choice: Evidence from China," IJERPH, MDPI, vol. 19(14), pages 1-23, July.
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    41. Dario Tortarolo & Pablo Garriga, 2022. "Firms as tax collectors," IFS Working Papers W22/44, Institute for Fiscal Studies.
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    47. Hamed Moghadam & Patrick Puhani & Joanna Tyrowicz, 2023. "Pension Reforms and Couples Labour Supply Decisions," RF Berlin - CReAM Discussion Paper Series 2309, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
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    206. Ben W. Lewis & W. Chad Carlos, 2023. "The risk of being ranked: Investor response to marginal inclusion on the 100 Best Corporate Citizens list," Strategic Management Journal, Wiley Blackwell, vol. 44(1), pages 117-140, January.
    207. Ek, Claes & Söderberg, Magnus, 2021. "Norm-based feedback on household waste: Large-scale field experiments in two Swedish municipalities," Working Papers in Economics 804, University of Gothenburg, Department of Economics.
    208. Michael D. Bloem, 2023. "Impacts of Transfer Admissions Requirements: Evidence from Georgia," Research in Higher Education, Springer;Association for Institutional Research, vol. 64(6), pages 834-861, September.
    209. Alessandra Casarico & Mirco Tonin, 2018. "Pay-What-You-Want to Support Independent Information - A Field Experiment on Motivation," CESifo Working Paper Series 6939, CESifo.
    210. Geloso, Vincent & Kufenko, Vadim & Arsenault-Morin, Alex P., 2023. "The lesser shades of labor coercion: The impact of seigneurial tenure in nineteenth-century Quebec," Journal of Development Economics, Elsevier, vol. 163(C).
    211. Guo, Chuanyi & Wang, Xuening & Meng, Chen, 2023. "Does the early bird catch the worm? Evidence and interpretation on the long-term impact of school entry age in China," China Economic Review, Elsevier, vol. 77(C).
    212. Christian Traxler & Libor Dušek, 2023. "Fines, Non-Payment, and Revenues: Evidence from Speeding Tickets," Berlin School of Economics Discussion Papers 0023, Berlin School of Economics.
    213. Tommaso Giommoni, 2019. "Does progressivity always lead to progress? The impact of local redistribution on tax manipulation," CESifo Working Paper Series 7588, CESifo.
    214. Saastamoinen, Antti & Kortelainen, Mika, 2018. "When does money stick in education? Evidence from a kinked grant rule," Working Papers 102, VATT Institute for Economic Research.
    215. Arendt, Jacob Nielsen & Christensen, Mads Lybech & Hjorth-Trolle, Anders, 2021. "Maternal education and child health: Causal evidence from Denmark," Journal of Health Economics, Elsevier, vol. 80(C).
    216. Marianna Sebo & Raymond Gradus & Tjerk Budding, 2023. ""The influence of independent local parties on spending: Evidence from Dutch municipalities"," IREA Working Papers 202304, University of Barcelona, Research Institute of Applied Economics, revised May 2023.
    217. Albert Whata & Charles Chimedza, 2021. "Credibility of Causal Estimates from Regression Discontinuity Designs with Multiple Assignment Variables," Stats, MDPI, vol. 4(4), pages 1-23, November.
    218. Chiara L. Comolli & Daniele Vignoli, 2019. "Spread-ing uncertainty, shrinking birth rates," Econometrics Working Papers Archive 2019_08, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
    219. Bahar, Dany, 2020. "The hardships of long distance relationships: time zone proximity and the location of MNC's knowledge-intensive activities," Journal of International Economics, Elsevier, vol. 125(C).
    220. Dursun, Bahadır & Cesur, Resul & Mocan, Naci, 2018. "The Impact of Education on Health Outcomes and Behaviors in a Middle-Income, Low-Education Country," Economics & Human Biology, Elsevier, vol. 31(C), pages 94-114.
    221. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    222. Giuseppe Albanese & Guido DeBlasio & Lorenzo Incoronato, 2021. "Hooked on a subsidy: transfers and preferences for State intervention," Discussion Paper series in Regional Science & Economic Geography 2021-02, Gran Sasso Science Institute, Social Sciences, revised Feb 2021.
    223. Hérault, Nicolas & Vu, Ha & Wilkins, Roger, 2020. "The effect of job search requirements on welfare receipt," GLO Discussion Paper Series 646, Global Labor Organization (GLO).
    224. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2021. "Co-payment exemption and healthcare consumption. Quasi-experimental evidence from Italy," Working Papers in Public Economics 203, University of Rome La Sapienza, Department of Economics and Law.
    225. Tiina Kuuppelomäki, 2021. "School selectivity and mental health: Evidence from regression discontinuity design," Working Papers 333, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    226. Vincenzo Alfano & Lorenzo Cicatiello & Giuseppe Lucio Gaeta & Michele Gallo & Francesca Rotondo, 2021. "Three is a Magic Number: Evidence on the Effects of the Application of the Three-Point Rule in Italy’s Serie A," Journal of Sports Economics, , vol. 22(3), pages 329-356, April.
    227. Miguel Ángel Carpio & Lucero Gómez & Pablo Lavado, 2021. "Does social health insurance spillover to student performance? Evidence from an RDD in Peru," Working Papers 178, Peruvian Economic Association.
    228. Federico Quaresima & Fabio Fiorillo & Raffaella Santolini, 2018. "Does Political Affiliation Matter On Post-Parliamentary Careers In The Boards Of Public Enterprises?," Working Papers 429, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    229. Briggs Depew & Jacob Meyer, 2023. "Legal access to alcohol and automobile accidents: Potential interactive effects of alcohol and drug consumption," Contemporary Economic Policy, Western Economic Association International, vol. 41(2), pages 338-353, April.
    230. Patel, Pankaj C. & Oghazi, Pejvak & Arunachalam, S., 2023. "Does consumer privacy act influence firm performance in the retail industry? Evidence from a US state-level law change," Journal of Business Research, Elsevier, vol. 162(C).
    231. Atay, Salim & Asik, Gunes A. & Tumen, Semih, 2023. "Impact of Graduating with Honors on Entry Wages of Economics Majors," IZA Discussion Papers 16080, Institute of Labor Economics (IZA).
    232. Anja Deelen & Sonny Kuijpers, 2018. "Do paid teacher trainee programs lead to additional teachers in secondary education? A Regression Discontinuity Analysis," CPB Discussion Paper 374, CPB Netherlands Bureau for Economic Policy Analysis.
    233. Divakaruni, Anantha & Alperovych, Yan & Le Grand, François, 2022. "FinTech Lending under Austerity," OSF Preprints m4tps, Center for Open Science.
    234. Christian Ochsner, 2023. "Hostility, Population Sorting, and Backwardness: Quasi-Experimental Evidence from the Red Army after WWII," CERGE-EI Working Papers wp768, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    235. de Groot, Richard & Yablonski, Jennifer & Valli, Elsa, 2022. "The impact of cash and health insurance on child nutrition during the first 1000 days: Evidence from Ghana," Food Policy, Elsevier, vol. 107(C).
    236. Jacob Nielsen Arendt & Christophe Kolodziejczyk, 2019. "The Effects of an Employment Bonus for Long-Term Social Assistance Recipients," Journal of Labor Research, Springer, vol. 40(4), pages 412-427, December.
    237. Chui Ying Lee & Samuel Lotsu & Moinul Islam & Yuichiro Yoshida & Shinji Kaneko, 2019. "The Impact of an Energy Efficiency Improvement Policy on the Economic Performance of Electricity-Intensive Firms in Ghana," Energies, MDPI, vol. 12(19), pages 1-21, September.
    238. Andrew Wright & Brian Dollery & Michael Kortt & Shawn Leu, 2022. "The Impact of More Intensive Unemployment Benefit Requirements on Jobseekers’ Likelihood of Complying," The Economic Record, The Economic Society of Australia, vol. 98(320), pages 63-79, March.
    239. González-Pampillón, Nicolás, 2022. "Spillover effects from new housing supply," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    240. Deininger, Klaus W. & Ali, Daniel Ayalew & Neyter, Roman, 2023. "Impacts of a mandatory shift to decentralized online auctions on revenue from public land leases in Ukraine," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 432-450.
    241. Casarico, Alessandra & Lattanzio, Salvatore & Profeta, Paola, 2022. "Women and local public finance," European Journal of Political Economy, Elsevier, vol. 72(C).
    242. Sloan, Carly Will & Naufal, George S & Caspers, Heather, 2018. "The Effect of Risk Assessment Scores on Judicial Behavior and Defendant Outcomes," IZA Discussion Papers 11948, Institute of Labor Economics (IZA).
    243. González-Pampillón, Nicolás, 2022. "Spillover effects from new housing supply," LSE Research Online Documents on Economics 112932, London School of Economics and Political Science, LSE Library.
    244. Kopytok, V., 2022. "Unemployment benefits and duration of registered unemployment in Russia: Regression kink design," Journal of the New Economic Association, New Economic Association, vol. 54(2), pages 156-175.
    245. Andrea De Meo & Lorenzo Ferrari, 2018. "Political Turnover and the Performance of Local Public Enterprises," CEIS Research Paper 438, Tor Vergata University, CEIS, revised 08 Aug 2018.
    246. Jessen, Jonas & Kühnle, Daniel & Wagner, Markus, 2021. "Downstream Effects of Voting on Turnout and Political Preferences: Long-Run Evidence from the UK," IZA Discussion Papers 14296, Institute of Labor Economics (IZA).
    247. Nzabonimpa, Mélyne, 2023. "Gender differences in politician persistence and incumbency advantage," European Journal of Political Economy, Elsevier, vol. 79(C).
    248. Blanco,Christian & Meneses,Francisco Jalles & Villamizar-Chaparro,Mateo, 2022. "Why Student Aid Matters ? Roadblocks to the Transition into Higher Education forForced Migrants in Chile," Policy Research Working Paper Series 10104, The World Bank.
    249. Giuseppe Albanese & Guglielmo Barone & Guido DeBlasio, 2021. "The impact of place-based policies on income distribution," Discussion Paper series in Regional Science & Economic Geography 2021-04, Gran Sasso Science Institute, Social Sciences, revised Mar 2021.
    250. Brachert, Matthias, 2018. "The regional effects of professional sports franchises: Causal evidence from four European football leagues," IWH Discussion Papers 10/2018, Halle Institute for Economic Research (IWH).
    251. Helle Bendix Kleif & Jacob Nielsen Arendt, 2020. "Incentive effects of cash benefit among low-skilled young adults: Applying a regression discontinuity design," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-14, November.
    252. Cáceres-Delpiano, Julio & Giolito, Eugenio, 2018. "Minimum Age Requirements and the Impact of School Choice," IZA Discussion Papers 11420, Institute of Labor Economics (IZA).
    253. Anna Laura Baraldi & Giovanni Immordino & Erasmo Papagni & Marco Stimolo, 2023. "An Unintended Consequence of Gender Balance Laws: Mafia Fuels Political Violence," CSEF Working Papers 693, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    254. Pietro Santoleri & Andrea Mina & Alberto Di Minin & Irene Martelli, 2020. "The causal effects of R&D grants: evidence from a regression discontinuity," LEM Papers Series 2020/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    255. Grieve Chelwa & Mashekwa Maboshe & Miquel Pellicer, 2018. "Teacher pay and educational outcomes: Evidence from the rural hardship allowance in Zambia," Working Papers 764, Economic Research Southern Africa.
    256. Simona Helmsmüller & Andreas Landmann, 2022. "Does free hospitalization insurance change health care consumption of the poor? Short-term evidence from Pakistan," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 47(1), pages 238-275, March.
    257. Crespo Cristian, 2020. "Beyond Manipulation: Administrative Sorting in Regression Discontinuity Designs," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 164-181, January.
    258. Zhao, Kai & Wu, Wan-Shu & Ye, Jun-Mei, 2021. "“SMEs’ Innovation Policy” on Innovation of Technology-based SMEs: A Fuzzy Regression Discontinuity Design," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 62(1), pages 1-32, June.

  21. Burt S. Barnow & Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez‐Bare, 2017. "Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(3), pages 643-681, June.

    Cited by:

    1. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2022. "Organized Labour and R&D: Evidence from Italy," GLO Discussion Paper Series 1195, Global Labor Organization (GLO).
    2. Nathan Kettlewell & Peter Siminski, 2022. "Optimal Model Selection in RDD and Related Settings Using Placebo Zones," Papers 2212.04043, arXiv.org.
    3. Onda, Masayuki & Seyler, Edward, 2020. "English learners reclassification and academic achievement: Evidence from Minnesota," Economics of Education Review, Elsevier, vol. 79(C).
    4. Nagler, Markus & Piopiunik, Marc & West, Martin R., 2015. "Weak Markets, Strong Teachers: Recession at Career Start and Teacher Effectiveness," Discussion Papers in Economics 25110, University of Munich, Department of Economics.
    5. Leandro De Magalhaes, 2020. "Estimating slim-majority effects in US state legislatures with a regression discontinuity design under local randomization assumptions," Bristol Economics Discussion Papers 20/719, School of Economics, University of Bristol, UK.
    6. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    7. Jeff Desimone & Daniel Grossman & Nicolas Ziebarth, 2022. "Regression Discontinuity Evidence on the Effectiveness of the Minimum Legal E-Cigarette Purchasing Age," Working Papers 22-01, Department of Economics, West Virginia University.
    8. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    9. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2023. "A Guide to Regression Discontinuity Designs in Medical Applications," Papers 2302.07413, arXiv.org, revised May 2023.
    10. Federico A. Bugni & Ivan A. Canay, 2018. "Testing continuity of a density via g -order statistics in the regression discontinuity design," CeMMAP working papers CWP20/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    11. Rocio Titiunik, 2020. "Natural Experiments," Papers 2002.00202, arXiv.org.
    12. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocio Titiunik, 2018. "Regression Discontinuity Designs Using Covariates," Papers 1809.03904, arXiv.org.
    13. Silvia Robles & Max Gross & Robert W. Fairlie, 2019. "The Effect of Course Shutouts on Community College Students: Evidence from Waitlist Cutoffs," NBER Working Papers 26376, National Bureau of Economic Research, Inc.
    14. SeungHoon Han & Hosung Sohn, 2023. "The short-term effects of fixed copayment policy on elderly health spending and service utilization: evidence from South Korea’s age-based policy using exact date of birth," International Journal of Health Economics and Management, Springer, vol. 23(2), pages 255-279, June.
    15. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    16. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    17. Joshua Angrist, 2022. "Empirical Strategies in Economics: Illuminating the Path from Cause to Effect," NBER Working Papers 29726, National Bureau of Economic Research, Inc.
    18. Christopher Erwin, 2019. "Low-performing student responses to state merit scholarships," Working Papers 2019-02, Auckland University of Technology, Department of Economics.
    19. Simon Heß, 2017. "Randomization inference with Stata: A guide and software," Stata Journal, StataCorp LP, vol. 17(3), pages 630-651, September.
    20. Galletta, Sergio, 2021. "Form of government and voters’ preferences for public spending," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 548-561.
    21. Harrison H. Li & Art B. Owen, 2022. "A general characterization of optimal tie-breaker designs," Papers 2202.12511, arXiv.org, revised Oct 2022.
    22. Lewis, Blane D. & Nguyen, Hieu T.M. & Hendrawan, Adrianus, 2020. "Political accountability and public service delivery in decentralized Indonesia: Incumbency advantage and the performance of second term mayors," European Journal of Political Economy, Elsevier, vol. 64(C).
    23. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).
    24. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Simple Local Polynomial Density Estimators," Papers 1811.11512, arXiv.org, revised Jun 2019.
    25. Eggers, Andrew C. & Ellison, Martin & Lee, Sang Seok, 2021. "The economic impact of recession announcements," Journal of Monetary Economics, Elsevier, vol. 120(C), pages 40-52.
    26. Costa-Font, Joan & Ljunge, Martin, 2022. "Ideological Spillovers Across the Atlantic? Evidence from Trump’s Presidential Election," Working Paper Series 1423, Research Institute of Industrial Economics.
    27. G. Sulis & M. Conti & M. Bratti, 2018. "Employment Protection, Temporary Contracts and Firm-provided Training: Evidence from Italy," Working Paper CRENoS 201802, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    28. Gathmann, Christina & Garbers, Julio, 2022. "Citizenship and Integration," IZA Discussion Papers 15786, Institute of Labor Economics (IZA).
    29. Federico A. Bugni & Jia Li & Qiyuan Li, 2023. "Permutation‐based tests for discontinuities in event studies," Quantitative Economics, Econometric Society, vol. 14(1), pages 37-70, January.
    30. Wang, Haoluan, 2021. "Flood Your Neighbors: Spillover Effects of Levee Building," 95th Annual Conference, March 29-30, 2021, Warwick, UK (Hybrid) 311091, Agricultural Economics Society - AES.
    31. Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Cowles Foundation Discussion Papers 2283, Cowles Foundation for Research in Economics, Yale University.
    32. Belloc, Filippo & Burdin, Gabriel & Dughera, Stefano & Landini, Fabio, 2023. "Contested Transparency: Digital Monitoring Technologies and Worker Voice," IZA Discussion Papers 16362, Institute of Labor Economics (IZA).
    33. Insu Chang & Heeran Park & Hosung Sohn, 2021. "Causal Impact of School Starting Age on the Tempo of Childbirths: Evidence from Working Mothers and School Entry Cutoff Using Exact Date of Birth," European Journal of Population, Springer;European Association for Population Studies, vol. 37(4), pages 997-1022, November.
    34. Matias D. Cattaneo & Luke Keele & Rocío Titiunik & Gonzalo Vazquez-Bare, 2021. "Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1941-1952, October.
    35. Ari Hyytinen & Jaakko Meriläinen & Tuukka Saarimaa & Otto Toivanen & Janne Tukiainen, 2018. "When does regression discontinuity design work? Evidence from random election outcomes," Quantitative Economics, Econometric Society, vol. 9(2), pages 1019-1051, July.
    36. Alonso, José M. & Andrews, Rhys & Jorda, Vanesa, 2019. "Do neighbourhood renewal programs reduce crime rates? Evidence from England," Journal of Urban Economics, Elsevier, vol. 110(C), pages 51-69.
    37. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2021. "Covariate Adjustment in Regression Discontinuity Designs," Papers 2110.08410, arXiv.org, revised Aug 2022.
    38. Tumen, Semih & Vlassopoulos, Michael & Wahba, Jackline, 2021. "Training Teachers for Diversity Awareness: Impact on School Attendance of Refugee Children," IZA Discussion Papers 14557, Institute of Labor Economics (IZA).
    39. Meier, Pascal Flurin & Flepp, Raphael & Meier, Philippe & Franck, Egon, 2022. "Outcome bias in self-evaluations: Quasi-experimental field evidence from Swiss driving license exams," Journal of Economic Behavior & Organization, Elsevier, vol. 201(C), pages 292-309.
    40. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    41. Nicolas Lagios & Pierre-Guillaume Méon, 2021. "Experts, Information, Reviews, and Coordination: Evidence on How Literary Prizes Affect Sales," Working Papers CEB 21-011, ULB -- Universite Libre de Bruxelles.
    42. Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," CEI Working Paper Series 2021-05, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    43. Federico A. Bugni & Jia Li & Qiyuan Li, 2020. "Permutation-based tests for discontinuities in event studies," Papers 2007.09837, arXiv.org, revised Jul 2022.
    44. Pascal Flurin Meier & Raphael Flepp & Philippe Meier & Egon Franck, 2022. "Outcome Bias in Self-evaluations: Quasi-experimental Field Evidence of Swiss Driving License Exams," Working Papers 392, University of Zurich, Department of Business Administration (IBW).
    45. Bedri Kamil Onur Tas, 2023. "Bunching below thresholds to manipulate public procurement," Empirical Economics, Springer, vol. 64(1), pages 303-319, January.
    46. Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Discussion Paper Series 730, Institute of Economic Research, Hitotsubashi University.
    47. Rok Spruk & Mitja Kovac, 2020. "Persistent Effects of Colonial Institutions on Long‐Run Development: Local Evidence from Regression Discontinuity Design in Argentina," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 17(4), pages 820-861, December.
    48. Seunghoon Han & Hosung Sohn, 2020. "Impact of the Simultaneous Use of the Stigmatization and Categorical School Funding Policy on the Test and Post-Secondary Outcomes of Lower-Achieving Students," Korean Economic Review, Korean Economic Association, vol. 36, pages 319-352.
    49. Crespo Cristian, 2020. "Beyond Manipulation: Administrative Sorting in Regression Discontinuity Designs," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 164-181, January.

  22. Matias D. Cattaneo & Roc ́ıo Titiunik & Gonzalo Vazquez-Bare, 2016. "Inference in regression discontinuity designs under local randomization," Stata Journal, StataCorp LP, vol. 16(2), pages 331-367, June.

    Cited by:

    1. Peter Eibich & Thomas Siedler, 2020. "Retirement, Intergenerational Time Transfers, and Fertility," SOEPpapers on Multidisciplinary Panel Data Research 1073, DIW Berlin, The German Socio-Economic Panel (SOEP).
    2. Piza, Caio & Souza, André Portela & Emerson, Patrick M. & Amorim, Vivian, 2022. "The Short- And Longer-Term Effects of a Child Labor Ban," IZA Discussion Papers 15324, Institute of Labor Economics (IZA).
    3. Monika Köppl-Turyna & Hans Pitlik, 2016. "Do Equalisation Payments Affect Subnational Borrowing? Evidence From Regression Discontinuity," WIFO Working Papers 528, WIFO.
    4. Cappelletti, Giuseppe & Ponte Marques, Aurea & Varraso, Paolo & Budrys, Žymantas & Peeters, Jonas, 2019. "Impact of higher capital buffers on banks’ lending and risk-taking: evidence from the euro area experiments," Working Paper Series 2292, European Central Bank.
    5. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    6. Federico A. Bugni & Ivan A. Canay, 2018. "Testing continuity of a density via g -order statistics in the regression discontinuity design," CeMMAP working papers CWP20/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. Britto, Diogo G.C. & Fiorin, Stefano, 2020. "Corruption and legislature size: Evidence from Brazil," European Journal of Political Economy, Elsevier, vol. 65(C).
    8. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    9. Baruffaldi, Stefano H. & Marino, Marianna & Visentin, Fabiana, 2020. "Money to move: The effect on researchers of an international mobility grant," Research Policy, Elsevier, vol. 49(8).
    10. Nicholas A. Bowman & Nayoung Jang, 2022. "What is the Purpose of Academic Probation? Its Substantial Negative Effects on Four-Year Graduation," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(8), pages 1285-1311, December.
    11. Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez-Bare, 2020. "Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores," Stata Journal, StataCorp LP, vol. 20(4), pages 866-891, December.
    12. Simon Heß, 2017. "Randomization inference with Stata: A guide and software," Stata Journal, StataCorp LP, vol. 17(3), pages 630-651, September.
    13. Britta Rude, 2022. "Can We Grow with our Children? The Effects of a Comprehensive Early Childhood Development Program," ifo Working Paper Series 372, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    14. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).
    15. Buhui Qiu & Gary Gang Tian & Haijian Zeng, 2022. "How Does Deleveraging Affect Funding Market Liquidity?," Management Science, INFORMS, vol. 68(6), pages 4568-4601, June.
    16. Chakravarty, Shourish & Mullally, Conner C., 2018. "Impact of NREGS on Forest Cover," 2018 Annual Meeting, August 5-7, Washington, D.C. 274250, Agricultural and Applied Economics Association.
    17. Belloc, Filippo & Burdin, Gabriel & Dughera, Stefano & Landini, Fabio, 2023. "Contested Transparency: Digital Monitoring Technologies and Worker Voice," IZA Discussion Papers 16362, Institute of Labor Economics (IZA).
    18. Ari Hyytinen & Jaakko Meriläinen & Tuukka Saarimaa & Otto Toivanen & Janne Tukiainen, 2018. "When does regression discontinuity design work? Evidence from random election outcomes," Quantitative Economics, Econometric Society, vol. 9(2), pages 1019-1051, July.
    19. Ongena, Steven & Delis, Manthos & Fringuellotti, Fulvia, 2019. "Credit and Income," CEPR Discussion Papers 13468, C.E.P.R. Discussion Papers.
    20. Britta Rude, 2022. "Middle-run Impacts of Comprehensive Early Childhood Interventions: Evidence from a Pioneer Program in Chile," ifo Working Paper Series 384, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    21. MD Abdul Bari & Ghulam Dastgir Khan & Bing He & Yuichiro Yoshida, 2022. "The impact of unconditional cash and food assistance on contraceptive expenditure of rural households in Coastal Bangladesh: Evidence from fuzzy RDD," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-12, January.
    22. Pérez Pérez Jorge & Suher Michael, 2020. "The Efficacy of Hiring Credits in Distressed Areas," Working Papers 2020-05, Banco de México.
    23. Meier, Pascal Flurin & Flepp, Raphael & Meier, Philippe & Franck, Egon, 2022. "Outcome bias in self-evaluations: Quasi-experimental field evidence from Swiss driving license exams," Journal of Economic Behavior & Organization, Elsevier, vol. 201(C), pages 292-309.
    24. Nguyen, Thach Vu Hong & Ahmed, Shamim & Chevapatrakul, Thanaset & Onali, Enrico, 2020. "Do stress tests affect bank liquidity creation?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    25. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    26. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2021. "Co-payment exemption and healthcare consumption. Quasi-experimental evidence from Italy," Working Papers in Public Economics 203, University of Rome La Sapienza, Department of Economics and Law.
    27. Pascal Flurin Meier & Raphael Flepp & Philippe Meier & Egon Franck, 2022. "Outcome Bias in Self-evaluations: Quasi-experimental Field Evidence of Swiss Driving License Exams," Working Papers 392, University of Zurich, Department of Business Administration (IBW).
    28. Manthos D. Delis & Fulvia Fringuellotti & Steven Ongena, 2020. "Credit and Income Inequality," Staff Reports 929, Federal Reserve Bank of New York.

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    829. Sergio Parra Cely & Clotilde Mahé, 2020. "Does Internal Displacement Affect Educational Achievement in Host Communities?," DEM Discussion Paper Series 20-05, Department of Economics at the University of Luxembourg.
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    840. Henning Finseraas & Inés Hardoy & Pål Schøne, 2017. "School enrolment and mothers’ labor supply: evidence from a regression discontinuity approach," Review of Economics of the Household, Springer, vol. 15(2), pages 621-638, June.
    841. Ollikainen, Jani-Petteri & Pekkarinen, Tuomas & Uusitalo, Roope & Virtanen, Hanna, 2022. "Effect of Secondary Education on Cognitive and Non-cognitive Skills," IZA Discussion Papers 15318, Institute of Labor Economics (IZA).
    842. Chen, Shuping & Huang, Ying & Li, Ningzhong & Shevlin, Terry, 2019. "How does quasi-indexer ownership affect corporate tax planning?," Journal of Accounting and Economics, Elsevier, vol. 67(2), pages 278-296.
    843. Eric Jonathon Osborne‐Christenson, 2022. "Saving light, losing lives: How daylight saving time impacts deaths from suicide and substance abuse," Health Economics, John Wiley & Sons, Ltd., vol. 31(S2), pages 40-68, October.
    844. Patenaude, Bryan N. & Chimbindi, Natsayi & Pillay, Deenan & Bärnighausen, Till, 2018. "The impact of ART initiation on household food security over time," Social Science & Medicine, Elsevier, vol. 198(C), pages 175-184.
    845. Cappelletti, Giuseppe & Ponte Marques, Aurea & Salleo, Carmelo & Martín, Diego Vila, 2020. "How do banking groups react to macroprudential policies? Cross-border spillover effects of higher capital buffers on lending, risk-taking and internal markets," Working Paper Series 2497, European Central Bank.
    846. Riccardo Ciacci & Ana Garcia-Hernandez & Jorge García-Hombrados & Laura Gismera & Antonio Núñez-Partido, 2022. "Primary elections and electoral outcomes: evidence from the Spanish Socialist Party," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 363-396, May.
    847. Mueller-Smith, Michael & Schnepel, Kevin T., 2016. "Avoiding Convictions: Regression Discontinuity Evidence on Court Deferrals for First-Time Drug Offenders," Working Papers 2016-16, University of Sydney, School of Economics.
    848. Dillender, Marcus, 2018. "What happens when the insurer can say no? Assessing prior authorization as a tool to prevent high-risk prescriptions and to lower costs," Journal of Public Economics, Elsevier, vol. 165(C), pages 170-200.
    849. Lauren Schudde & Judith Scott-Clayton, 2016. "Pell Grants as Performance-Based Scholarships? An Examination of Satisfactory Academic Progress Requirements in the Nation’s Largest Need-Based Aid Program," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(8), pages 943-967, December.
    850. Khanna, Gaurav, 2023. "Response to "Comment on Khanna (2023)"," I4R Discussion Paper Series 71, The Institute for Replication (I4R).
    851. Markus Gehrsitz, 2016. "Speeding, Punishment, and Recidivism - Evidence from a Regression Discontinuity Design," Working Papers 11, City University of New York Graduate Center, Ph.D. Program in Economics.
    852. Muhammad Salar Khan & Paul N. Thompson & Victor J. Tremblay, 2020. "Marijuana tax incidence, stockpiling, and cross-border substitution," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 27(1), pages 103-127, February.
    853. Bonilla-Mejía, Leonardo & Higuera-Mendieta, Iván, 2019. "Protected Areas under Weak Institutions: Evidence from Colombia," World Development, Elsevier, vol. 122(C), pages 585-596.
    854. Rafael Hortala-Vallve & Jaakko Meriläinen & Janne Tukiainen, 2021. "Pre-Electoral Coalitions: Insights into the Creation of Political Parties," Discussion Papers 143, Aboa Centre for Economics.
    855. Marco Ovidi, 2022. "Parents Know Better: Sorting on Match Effects in Primary School," DISCE - Working Papers del Dipartimento di Economia e Finanza def121, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    856. Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2022.
    857. Cook, Jason & Lavertu, Stéphane & Miller, Corbin, 2021. "Rent-Seeking through collective bargaining: Teachers unions and education production☆," Economics of Education Review, Elsevier, vol. 85(C).
    858. Eréndira León Bravo, 2022. "Three essays on education, wages, and the labour market in Mexico," Economics PhD Theses 0322, Department of Economics, University of Sussex Business School.
    859. Brachert, Matthias, 2018. "The regional effects of professional sports franchises: Causal evidence from four European football leagues," IWH Discussion Papers 10/2018, Halle Institute for Economic Research (IWH).
    860. Berlinski, Samuel & Ramos, Alejandra, 2020. "Teacher mobility and merit pay: Evidence from a voluntary public award program," Journal of Public Economics, Elsevier, vol. 186(C).
    861. Andrea Cintolesi & Andrea Riganti, 2022. "Liberalizing the opening of new pharmacies and hospitalizations," Temi di discussione (Economic working papers) 1388, Bank of Italy, Economic Research and International Relations Area.
    862. Abott, Carolyn & Kogan, Vladimir & Lavertu, Stéphane & Peskowitz, Zachary, 2020. "School district operational spending and student outcomes: Evidence from tax elections in seven states," Journal of Public Economics, Elsevier, vol. 183(C).
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    867. Fernando M. Aragon & Ricardo Pique, 2015. "Does politician’s experience matter? Evidence from Peruvian local governments," Discussion Papers dp15-10, Department of Economics, Simon Fraser University.
    868. Cáceres-Delpiano, Julio & Giolito, Eugenio, 2018. "Minimum Age Requirements and the Impact of School Choice," IZA Discussion Papers 11420, Institute of Labor Economics (IZA).
    869. Xu, Jian & Zheng, Jiaxing, 2022. "Mass media, air quality, and management turnover," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
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    873. Diogo Britto, 2016. "Unemployment Insurance and the Duration of Employment: Theory and Evidence from a Regression Kink Design," DISCE - Working Papers del Dipartimento di Economia e Finanza def048, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    874. Juliana Londoño-Vélez & Catherine Rodríguez & Fabio Sánchez, 2020. "Upstream and Downstream Impacts of College Merit-Based Financial Aid for Low-Income Students: Ser Pilo Paga in Colombia," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 193-227, May.
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    3. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Jorge Tamayo, 2019. "Formal Employment and Organized Crime: Regression Discontinuity Evidence from Colombia," Working Papers 520, Center for Global Development.
    4. Aspasia Bizopoulou & Rigissa Megalokonomou & Stefania Simion, 2022. "Do Second Chances Pay Off? Evidence from a Natural Experiment with Low-Achieving Students," CESifo Working Paper Series 9620, CESifo.
    5. Moberg, Ylva, 2019. "Speedy responses: Effects of higher benefits on take-up and division of parental leave," Working Paper Series 2019:2, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    6. Blane D. Lewis, 2018. "The impact of pre-electoral coalitions on mayoral election outcomes in Indonesia," Departmental Working Papers 2018-20, The Australian National University, Arndt-Corden Department of Economics.
    7. Shamsuddin, Mrittika & Acosta, Pablo A. & Schwengber, Rovane Battaglin & Fix, Jedediah & Pirani, Nikolas, 2022. "The Labor Market Impacts of Venezuelan Refugees and Migrants in Brazil," IZA Discussion Papers 15384, Institute of Labor Economics (IZA).
    8. Long Mark C. & Rooklyn Jordan, 2024. "Regression(s) discontinuity: Using bootstrap aggregation to yield estimates of RD treatment effects," Journal of Causal Inference, De Gruyter, vol. 12(1), pages 1-21, January.
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    21. Kirkeboen, Lars & Leuven, Edwin & Mogstad, Magne, 2021. "College as a Marriage Market," IZA Discussion Papers 14264, Institute of Labor Economics (IZA).
    22. Ann Barbara Bauer & Reiner Eichenberger, 2017. "Endogenous aging: How statutory retirement age drives human and social capital," CREMA Working Paper Series 2017-02, Center for Research in Economics, Management and the Arts (CREMA).
    23. Castro, Marcelo Araújo & Mattos, Enlinson & Regatieri, Rebeca, 2015. "Fiscal interactions and spillover effects of a federal grant to Brazilian municipalities," Textos para discussão 388, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    24. Cappelletti, Giuseppe & Ponte Marques, Aurea & Varraso, Paolo & Budrys, Žymantas & Peeters, Jonas, 2019. "Impact of higher capital buffers on banks’ lending and risk-taking: evidence from the euro area experiments," Working Paper Series 2292, European Central Bank.
    25. Liu, Tingting & Liu, Yu & Ullah, Barkat & Wei, Zuobao & Xu, Lixin Colin, 2021. "The dark side of transparency in developing countries: The link between financial reporting practices and corruption," Journal of Corporate Finance, Elsevier, vol. 66(C).
    26. Clotfelter, Charles T. & Hemelt, Steven W. & Ladd, Helen F., 2016. "Multifaceted Aid for Low-Income Students and College Outcomes: Evidence from North Carolina," IZA Discussion Papers 9888, Institute of Labor Economics (IZA).
    27. Giorgio d’Agostino & Margherita Scarlato & Silvia Napolitano, 2018. "Do Cash Transfers Promote Food Security? The Case of the South African Child Support Grant," Journal of African Economies, Centre for the Study of African Economies, vol. 27(4), pages 430-456.
    28. Gurmu, Shiferaw & Sjoquist, David L. & Wheeler, Laura, 2021. "The effectiveness of job creation tax credits," Regional Science and Urban Economics, Elsevier, vol. 90(C).
    29. Giesecke, Matthias & Jaeger, Philipp, 2021. "Pension Incentives and Labor Supply: Evidence from the Introduction of Universal Old-Age Assistance in the UK," IZA Discussion Papers 14469, Institute of Labor Economics (IZA).
    30. Andrea Bonfatti & Lorenzo Forni, 2016. "Do fiscal rules reduce the political cycle? Evidence from Italian municipalities," "Marco Fanno" Working Papers 0208, Dipartimento di Scienze Economiche "Marco Fanno".
    31. Angelo D'Andrea, 2019. "Mayor’s wage and Public procurement," BAFFI CAREFIN Working Papers 19125, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    32. Margherita Scarlato & Giorgio D'Agostino, 2016. "Gender Disparities In The South African Labour Market: The Impact Of The Child Support Grant," Departmental Working Papers of Economics - University 'Roma Tre' 0210, Department of Economics - University Roma Tre.
    33. BERTANHA, Marinho & IMBENS, Guido W., 2016. "External Validity in Fuzzy Regression Discontinuity Designs," LIDAM Discussion Papers CORE 2016025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    34. Alberto F. Alesina & Ugo Troiano & Traviss Cassidy, 2015. "Old and Young Politicians," NBER Working Papers 20977, National Bureau of Economic Research, Inc.
      • Alberto Alesina & Traviss Cassidy & Ugo Troiano, 2019. "Old and Young Politicians," Economica, London School of Economics and Political Science, vol. 86(344), pages 689-727, October.
    35. Paul Minard, 2020. "Institutions and China's comparative development," Papers 2001.02804, arXiv.org.
    36. Jeffrey T. Denning & Benjamin M. Marx & Lesley J. Turner, 2019. "ProPelled: The Effects of Grants on Graduation, Earnings, and Welfare," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 193-224, July.
    37. Tianshi Li & Wenli Li & Yuqing Zhao & Jingpei Ma, 2023. "Rationality manipulation during consumer decision-making process: an analysis of Alibaba’s online shopping carnival," Electronic Commerce Research, Springer, vol. 23(1), pages 331-364, March.
    38. Angela Boatman & Susana Claro & Matias Fresard & Jenna W. Kramer, 2022. "Do Corequisite Math Courses Improve Academic Outcomes in Technical Colleges?: Evidence from Chile," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(3), pages 453-480, May.
    39. Ariel Marek Pihl, 2018. "Head Start and Mothers' Work: Free Child Care or Something More?," Working Papers 18-13, Center for Economic Studies, U.S. Census Bureau.
    40. Fukuma, Shingo & Ikesu, Ryo & Iizuka, Toshiaki & Tsugawa, Yusuke, 2023. "Effect of age-based left-digit bias on stroke diagnosis: Regression discontinuity design," Social Science & Medicine, Elsevier, vol. 334(C).
    41. Christopher Avery & Oded Gurantz & Michael Hurwitz & Jonathan Smith, 2016. "Shifting College Majors in Response to Advanced Placement Exam Scores," NBER Working Papers 22841, National Bureau of Economic Research, Inc.
    42. Markku Maula & Wouter Stam, 2020. "Enhancing Rigor in Quantitative Entrepreneurship Research," Entrepreneurship Theory and Practice, , vol. 44(6), pages 1059-1090, November.
    43. Mellace, Giovanni & Ventura, Marco, 2019. "Intended and unintended effects of public incentives for innovation. Quasi-experimental evidence from Italy," Discussion Papers on Economics 9/2019, University of Southern Denmark, Department of Economics.
    44. Louis-Philippe Beland & Bulent Unel, 2015. "The Impact of Party Affiliation of U.S. Governors on Immigrants' Labor-Market Outcomes," Departmental Working Papers 2015-01, Department of Economics, Louisiana State University.
    45. Dharmapala, Dhammika & Khanna, Vikramaditya, 2018. "The impact of mandated corporate social responsibility: Evidence from India’s Companies Act of 2013," International Review of Law and Economics, Elsevier, vol. 56(C), pages 92-104.
    46. Alexandre Sauquet, 2021. "Ex-post analysis of the crop diversification policy ofthe CAP Greening in France," Working Papers hal-03455548, HAL.
    47. Choi, Sanghak & Jung, Hail & Kim, Daejin, 2021. "War-experienced CEOs and corporate policies: Evidence from the Korean war," Emerging Markets Review, Elsevier, vol. 47(C).
    48. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    49. Pihl, Ariel Marek, 2022. "Head Start and mothers’ work: Free child care or something more?," Labour Economics, Elsevier, vol. 75(C).
    50. Nicolai T. Borgen & Lars J. Kirkebøen & Andreas Kotsadam & Oddbjørn Raaum, 2022. "Do Funds for More Teachers Improve Student Outcomes?," CESifo Working Paper Series 9756, CESifo.
    51. Alexia Lochmann & Hillel Rapoport & Biagio Speciale, 2019. "The effect of language training on immigrants’ economic integration: Empirical evidence from France," PSE-Ecole d'économie de Paris (Postprint) halshs-02096347, HAL.
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    191. Sergi Sánchez-Coll, 2023. "Born this way: the effect of an unexpected child benefit at birth on longer-term educational outcomes," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 14(1), pages 105-141, March.
    192. Lauren Schudde & Judith Scott-Clayton, 2016. "Pell Grants as Performance-Based Scholarships? An Examination of Satisfactory Academic Progress Requirements in the Nation’s Largest Need-Based Aid Program," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(8), pages 943-967, December.
    193. Muhammad Salar Khan & Paul N. Thompson & Victor J. Tremblay, 2020. "Marijuana tax incidence, stockpiling, and cross-border substitution," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 27(1), pages 103-127, February.
    194. Blanco,Christian & Meneses,Francisco Jalles & Villamizar-Chaparro,Mateo, 2022. "Why Student Aid Matters ? Roadblocks to the Transition into Higher Education forForced Migrants in Chile," Policy Research Working Paper Series 10104, The World Bank.
    195. de Bruijn, Ernst-Jan & Vethaak, Heike & Koning, Pierre & Knoef, Marike, 2023. "Debt Relief for the Financially Vulnerable: Impact on Employment, Welfare Receipt, and Mental Health," IZA Discussion Papers 16336, Institute of Labor Economics (IZA).
    196. d'Agostino, Giorgio & Scarlato, Margherita, 2016. "Gender Inequality in the South African Labour Market: the Impact of the Child Support Grant," MPRA Paper 72523, University Library of Munich, Germany.
    197. Brachert, Matthias, 2018. "The regional effects of professional sports franchises: Causal evidence from four European football leagues," IWH Discussion Papers 10/2018, Halle Institute for Economic Research (IWH).
    198. Berlinski, Samuel & Ramos, Alejandra, 2020. "Teacher mobility and merit pay: Evidence from a voluntary public award program," Journal of Public Economics, Elsevier, vol. 186(C).
    199. Lange, Martin & Schmidt, Alexander, 2023. "High-profile crime and perceived public safety: Evidence from Cologne's new year's eve in 2015," ZEW Discussion Papers 23-068, ZEW - Leibniz Centre for European Economic Research.
    200. Avendano, Mauricio & de Coulon, Augustin & Nafilyan, Vahé, 2020. "Does longer compulsory schooling affect mental health? Evidence from a British reform," Journal of Public Economics, Elsevier, vol. 183(C).
    201. Jones, Daniel B. & Zhan, Crystal, 2020. "Ethnic diversity and citizens’ support for local public good provision: Evidence from California parcel tax elections," Journal of Economic Behavior & Organization, Elsevier, vol. 174(C), pages 108-130.
    202. Fernando M. Aragon & Ricardo Pique, 2015. "Does politician’s experience matter? Evidence from Peruvian local governments," Discussion Papers dp15-10, Department of Economics, Simon Fraser University.
    203. Corinth, Kevin & Feldman, Naomi E., 2022. "The Impact of Opportunity Zones on Commercial Investment and Economic Activity," IZA Discussion Papers 15247, Institute of Labor Economics (IZA).
    204. Diogo Britto, 2016. "Unemployment Insurance and the Duration of Employment: Theory and Evidence from a Regression Kink Design," DISCE - Working Papers del Dipartimento di Economia e Finanza def048, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    205. José Garcia Montalvo, 2018. "The impact of progressive tuition fees on dropping out of higher education: a regression discontinuity design," Economics Working Papers 1597, Department of Economics and Business, Universitat Pompeu Fabra.

  27. Cattaneo, Matias D. & Crump, Richard K. & Jansson, Michael, 2014. "Bootstrapping Density-Weighted Average Derivatives," Econometric Theory, Cambridge University Press, vol. 30(6), pages 1135-1164, December.
    See citations under working paper version above.
  28. Atchadé, Yves F. & Cattaneo, Matias D., 2014. "A martingale decomposition for quadratic forms of Markov chains (with applications)," Stochastic Processes and their Applications, Elsevier, vol. 124(1), pages 646-677.

    Cited by:

    1. Liu, Cheng & Sun, Yixiao, 2019. "A Simple and Trustworthy Asymptotic t Test in Difference-in-Differences Regressions," University of California at San Diego, Economics Working Paper Series qt0ck2109g, Department of Economics, UC San Diego.

  29. Matias D. Cattaneo & David M. Drukker & Ashley D. Holland, 2013. "Estimation of multivalued treatment effects under conditional independence," Stata Journal, StataCorp LP, vol. 13(3), pages 407-450, September.

    Cited by:

    1. Essilfie, Felix Larry, 2018. "Varietal seed technology and household income of maize farmers: An application of the doubly robust model," Technology in Society, Elsevier, vol. 55(C), pages 85-91.
    2. Adam Szulc, 2022. "Reconstruction of the Social Cash Transfers System in Poland and Household Well-being: 2015 - 2018 Evidence," KAE Working Papers 2022-076, Warsaw School of Economics, Collegium of Economic Analysis.
    3. HASEBE Takuya & KONISHI Yoshifumi & SHIN Kong Joo & MANAGI Shunsuke, 2018. "White Collar Exemption: Panacea for long work hours and low earnings?," Discussion papers 18002, Research Institute of Economy, Trade and Industry (RIETI).
    4. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    5. Webster, Allan & Khorana, Sangeeta & Pastore, Francesco, 2021. "The Effects of COVID-19 on Employment, Labour Markets and Gender Equality in Central America," IZA Discussion Papers 14481, Institute of Labor Economics (IZA).
    6. Meara, Katie & Pastore, Francesco & Webster, Allan, 2017. "Is the gender pay gap in the US just the result of gender segregation at work?," GLO Discussion Paper Series 40, Global Labor Organization (GLO).
    7. Huang, Bin & Tani, Massimiliano & Zhu, Yu, 2021. "Does higher education make you more entrepreneurial? Causal evidence from China," Journal of Business Research, Elsevier, vol. 135(C), pages 543-558.
    8. Alejo, Javier & Galvao, Antonio F. & Montes-Rojas, Gabriel, 2018. "Quantile continuous treatment effects," Econometrics and Statistics, Elsevier, vol. 8(C), pages 13-36.
    9. Hong, Yan-Zhen & Chang, Hung-Hao & Dai, Yong-Wu, 2018. "Is deregulation of forest land use rights transactions associated with economic well-being and labor allocation of farm households? Empirical evidence in China," Land Use Policy, Elsevier, vol. 75(C), pages 694-701.
    10. Wanglin Ma & Alan Renwick & Kathryn Bicknell, 2018. "Higher Intensity, Higher Profit? Empirical Evidence from Dairy Farming in New Zealand," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 739-755, September.
    11. Peter Howard-Jones & Jens Hölscher & Dragana Radicic, 2017. "Firm Productivity In The Western Balkans: The Impact Of European Union Membership And Access To Finance," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 62(215), pages 7-52, October –.
    12. Esposti, Roberto, 2014. "The Impact of the 2005 CAP First Pillar Reform as a Multivalued Treatment Effect: Alternative Estimation Approaches," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 183067, European Association of Agricultural Economists.
    13. Emanuela Ghignoni & Francesco Pastore, 2022. "The gender wage gap in Egypt: public versus private sector," Working Papers in Public Economics 228, University of Rome La Sapienza, Department of Economics and Law.
    14. Ackah, Charles & Osei, Robert Darko & Owusu, Nana Y. A. & Acheampong, Vera, 2023. "Special Economic Zones and household welfare: New evidence from Ghana," KCG Working Papers 25, Kiel Centre for Globalization (KCG).
    15. Saori Chiba & Chien-Yuan Sher & Min-Hsueh Tsai, 2021. "Can a lengthy application title make an application successful? A perspective of information theory," KIER Working Papers 1058, Kyoto University, Institute of Economic Research.
    16. Hou, Xiaohui & Wang, Bo & Lian, Jiale & Ke, Kong-lin, 2021. "Do CEO's early-life marketization experiences affect the innovation behavior of SMEs?," Journal of Asian Economics, Elsevier, vol. 75(C).
    17. Emanuela Ghignoni & Marilena Giannetti & Vincenzo Salvucci, 2022. "The double "discrimination" of foreign women: A matching comparisons approach," Working Papers in Public Economics 225, University of Rome La Sapienza, Department of Economics and Law.
    18. Yang Yang, 2023. "Hukou Identity and Economic Behaviours: A Social Identity Perspective," Erudite Ph.D Dissertations, Erudite, number ph23-02 edited by Catherine Bros & Julie Lochard, February.
    19. Sascha Raithel & Stefan J. Hock, 2021. "The crisis‐response match: An empirical investigation," Strategic Management Journal, Wiley Blackwell, vol. 42(1), pages 170-184, January.
    20. Smale, Melinda & Assima, Amidou & Kergna, Alpha & Thériault, Véronique & Weltzien, Eva, 2018. "Farm family effects of adopting improved and hybrid sorghum seed in the Sudan Savanna of West Africa," Food Policy, Elsevier, vol. 74(C), pages 162-171.
    21. Allan Webster & Sangeeta Khorana & Francesco Pastore, 2021. "The labour market impact of COVID-19: early evidence for a sample of enterprises from Southern Europe," International Journal of Manpower, Emerald Group Publishing Limited, vol. 43(4), pages 1054-1082, November.
    22. Issahaku, Gazali & Abdulai, Awudu, 2020. "Household welfare implications of sustainable land management practices among smallholder farmers in Ghana," Land Use Policy, Elsevier, vol. 94(C).
    23. Hiroyuki Kasahara & Yasuyuki Sawada & Michio Suzuki, 2023. "The Effect of Bank Recapitalization Policy on Credit Allocation, Investment, and Productivity: Evidence from a Banking Crisis in Japan," CESifo Working Paper Series 10622, CESifo.
    24. Sasiwimon Warunsiri Paweenawat & Lusi Liao, 2022. "Who Suffers the Most During the COVID-19 Pandemic? Evidence from Thailand," PIER Discussion Papers 190, Puey Ungphakorn Institute for Economic Research.
    25. Mendolia, Silvia & Paloyo, Alfredo R. & Walker, Ian, 2018. "The Effect of Religiosity on Adolescent Risky Behaviors," IZA Discussion Papers 11566, Institute of Labor Economics (IZA).
    26. Eric Nazindigouba Kere & Johanna Choumert & Pascale Combes Motel & Jean-Louis Combes & Olivier Santoni & Sonia Schwartz, 2017. "Addressing Contextual and Location Biases in the Assessment of Protected Areas Effectiveness on Deforestation in the Brazilian Amazônia," Post-Print halshs-01479031, HAL.
    27. Vera Chiodi & Gabriel Montes‐Rojas, 2022. "Mentoring as a dose treatment: Frequency matters—Evidence from a French mentoring programme," LABOUR, CEIS, vol. 36(2), pages 145-166, June.
    28. Max H. Farrell, 2013. "Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations," Papers 1309.4686, arXiv.org, revised Feb 2018.
    29. McNamee, Paul & Mendolia, Silvia & Yerokhin, Oleg, 2021. "Social media use and emotional and behavioural outcomes in adolescence: Evidence from British longitudinal data," Economics & Human Biology, Elsevier, vol. 41(C).
    30. Roberto ESPOSTI, 2014. "To match, not to match, how to match: Estimating the farm-level impact of the CAP-first pillar reform (or: How to Apply Treatment-Effect Econometrics when the Real World is;a Mess)," Working Papers 403, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    31. Li, Yi & Song, Zhenjiang, 2022. "Have protected areas in China achieved the ecological and economic “win-win” goals? Evidence from the Giant Panda Reserves of the Min Mont Range," Forest Policy and Economics, Elsevier, vol. 144(C).
    32. Minghui Fu & Chuanjiang Liu & Yuting Ma & Liukun Wang, 2022. "Does City Public Service Distance Increase Sense of Gain to Public Health Service? Evidence from 1394 Migrant Workers in Six Provinces," IJERPH, MDPI, vol. 19(10), pages 1-20, May.
    33. Beliyou Haile & Carlo Azzarri & Cleo Roberts & David J. Spielman, 2017. "Targeting, bias, and expected impact of complex innovations on developing-country agriculture: evidence from Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 317-326, May.
    34. Pastore, Francesco & Webster, Allan & Hope, Kevin, 2020. "Assessing the role of women in tourism related sectors in the Caribbean," GLO Discussion Paper Series 599, Global Labor Organization (GLO).
    35. Biggeri, Mario & Carraro, Alessandro & Ciani, Federico & Romano, Donato, 2022. "Disentangling the impact of a multiple-component project on SDG dimensions: The case of durum wheat value chain development in Oromia (Ethiopia)," World Development, Elsevier, vol. 153(C).
    36. Juan Carlos Suárez Serrato & Philippe Wingender, 2016. "Estimating Local Fiscal Multipliers," NBER Working Papers 22425, National Bureau of Economic Research, Inc.
    37. Delprato, Marcos & Akyeampong, Kwame & Dunne, Máiréad, 2017. "The impact of bullying on students’ learning in Latin America: A matching approach for 15 countries," International Journal of Educational Development, Elsevier, vol. 52(C), pages 37-57.
    38. Farrell, Max H., 2015. "Robust inference on average treatment effects with possibly more covariates than observations," Journal of Econometrics, Elsevier, vol. 189(1), pages 1-23.
    39. Revilla, Elena & Rodríguez-Prado, Beatriz, 2018. "Bulding ambidexterity through creativity mechanisms: Contextual drivers of innovation success," Research Policy, Elsevier, vol. 47(9), pages 1611-1625.
    40. Long, Wenjin & Pang, Xiaopeng & Dong, Xiao-yuan & Zeng, Junxia, 2020. "Is rented accommodation a good choice for primary school students' academic performance? – Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
    41. Navjot Sangwan & Luca Tasciotti, 2023. "Losing the Plot: The Impact of Urban Agriculture on Household Food Expenditure and Dietary Diversity in Sub-Saharan African Countries," Agriculture, MDPI, vol. 13(2), pages 1-20, January.
    42. Enoch M. Kikulwe & Joseph Lule Kyanjo & Edward Kato & Reuben T. Ssali & Rockefeller Erima & Samuel Mpiira & Walter Ocimati & William Tinzaara & Jerome Kubiriba & Elisabetta Gotor & Dietmar Stoian & El, 2019. "Management of Banana Xanthomonas Wilt: Evidence from Impact of Adoption of Cultural Control Practices in Uganda," Sustainability, MDPI, vol. 11(9), pages 1-18, May.
    43. Jean-Louis Combes & Rasmané Ouedraogo & Mr. Sampawende J Tapsoba, 2016. "What Does Aid Do to Fiscal Policy? New Evidence," IMF Working Papers 2016/112, International Monetary Fund.
    44. Adeyemo, T. & Okoruwa, V. & Akinyosoye, V., 2018. "Estimating causal effects of cassava based value-webs on smallholders welfare: a multivalued treatment approach," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277052, International Association of Agricultural Economists.
    45. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    46. Shuo Sun & Erica E. M. Moodie & Johanna G. Nešlehová, 2021. "Causal inference for quantile treatment effects," Environmetrics, John Wiley & Sons, Ltd., vol. 32(4), June.
    47. Peter Howard-Jones & Jens Hölscher, 2020. "The Influence Of The Washington Consensus Programme On The Transitional Economies Of Eastern Europe – A Firm-Level Analysis," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 65(226), pages 9-44, July – Se.
    48. Delprato, Marcos & Akyeampong, Kwame, 2019. "The effect of working on students’ learning in Latin America: Evidence from the learning survey TERCE," International Journal of Educational Development, Elsevier, vol. 70(C), pages 1-1.
    49. Dragana Radicic & Geoffrey Pugh, 2017. "R&D Programmes, Policy Mix, and the ‘European Paradox’: Evidence from European SMEs," Science and Public Policy, Oxford University Press, vol. 44(4), pages 497-512.
    50. Khorana, Sangeeta & Webster, Allan, 2023. "Too few women at the top of firms: Foreign ownership, gender segregation and cultural causes," GLO Discussion Paper Series 1276, Global Labor Organization (GLO).
    51. Greco, Marco & Germani, Francesca & Grimaldi, Michele & Radicic, Dragana, 2022. "Policy mix or policy mess? Effects of cross-instrumental policy mix on eco-innovation in German firms," Technovation, Elsevier, vol. 117(C).
    52. Ferraro, Simona & Männasoo, Kadri & Tasane, Helery, 2023. "How the EU Cohesion Policy targeted at R&D and innovation impacts the productivity, employment and exports of SMEs in Estonia," Evaluation and Program Planning, Elsevier, vol. 97(C).
    53. Garbero, A. & Songsermsawas, T., 2018. "IFAD RESEARCH SERIES 31 - Impact of modern irrigation on household production and welfare outcomes: evidence from the participatory small-scale irrigation development programme (PASIDP) project in Eth," IFAD Research Series 280080, International Fund for Agricultural Development (IFAD).
    54. Takeshima, Hiroyuki & Adeoti, Adetola & Popoola, Oluwafemi Adebola, 2017. "The Impact On Farm Household Welfare Of Large Irrigation Dams And Their Distribution Across Hydrological Basins: Insights From Northern Nigeria," Feed the Future Innovation Lab for Food Security Policy Research Papers 259574, Michigan State University, Department of Agricultural, Food, and Resource Economics, Feed the Future Innovation Lab for Food Security (FSP).
    55. Parrilli, M. Davide & Balavac-Orlić, Merima & Radicic, Dragana, 2023. "Environmental innovation across SMEs in Europe," Technovation, Elsevier, vol. 119(C).
    56. Tabe-Ojong, Martin Paul Jr. & Nshakira-Rukundo, Emmanuel, 2021. "Religiosity and parental educational aspirations for children in Kenya," World Development Perspectives, Elsevier, vol. 23(C).
    57. Keith Kranker & Mary Kay Fox & Pia Caronongan, "undated". "WIC-Medicaid II Feasibility Study: Final Report," Mathematica Policy Research Reports fb21857415324280ae3483385, Mathematica Policy Research.
    58. Khonje, Makaiko & Mkandawire, Petros & Manda, Julius & Alene, Arega, 2015. "Analysis of adoption and impacts of improved cassava varieties," 2015 Conference, August 9-14, 2015, Milan, Italy 211842, International Association of Agricultural Economists.
    59. Joachim Binam & Frank Place & Antoine Kalinganire & Sigue Hamade & Moussa Boureima & Abasse Tougiani & Joseph Dakouo & Bayo Mounkoro & Sanogo Diaminatou & Marcel Badji & Mouhamadou Diop & Andre Babou , 2015. "Effects of farmer managed natural regeneration on livelihoods in semi-arid West Africa," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 17(4), pages 543-575, October.

  30. Matias D. Cattaneo & Richard K. Crump & Michael Jansson, 2013. "Generalized Jackknife Estimators of Weighted Average Derivatives," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(504), pages 1243-1256, December.
    See citations under working paper version above.
  31. Cattaneo, Matias D. & Farrell, Max H., 2013. "Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators," Journal of Econometrics, Elsevier, vol. 174(2), pages 127-143.

    Cited by:

    1. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Kengo Kato, 2013. "On the asymptotic theory for least squares series: pointwise and uniform results," CeMMAP working papers 73/13, Institute for Fiscal Studies.
    2. Michael Jansson & Demian Pouzo, 2019. "Towards a general large sample theory for regularized estimators," CeMMAP working papers CWP63/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Charlier, Isabelle & Paindaveine, Davy & Saracco, Jérôme, 2015. "Conditional quantile estimation based on optimal quantization: From theory to practice," Computational Statistics & Data Analysis, Elsevier, vol. 91(C), pages 20-39.
    4. Diego Gentile Passaro & Fuhito Kojima & Bobak Pakzad-Hurson, 2023. "Equal Pay for Similar Work," Papers 2306.17111, arXiv.org.
    5. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Kengo Kato, 2012. "Some New Asymptotic Theory for Least Squares Series: Pointwise and Uniform Results," Papers 1212.0442, arXiv.org, revised Jun 2015.
    6. Xiaohong Chen & Timothy Christensen, 2013. "Optimal Uniform Convergence Rates for Sieve Nonparametric Instrumental Variables Regression," Papers 1311.0412, arXiv.org.
    7. Hoshino, Tadao & Yanagi, Takahide, 2023. "Treatment effect models with strategic interaction in treatment decisions," Journal of Econometrics, Elsevier, vol. 236(2).
    8. Antoine, Bertille & Lavergne, Pascal, 2023. "Identification-robust nonparametric inference in a linear IV model," Journal of Econometrics, Elsevier, vol. 235(1), pages 1-24.
    9. Holland, Ashley D., 2017. "Penalized spline estimation in the partially linear model," Journal of Multivariate Analysis, Elsevier, vol. 153(C), pages 211-235.
    10. Xiaohong Chen & Timothy M. Christensen, 2014. "Optimal Uniform Convergence Rates and Asymptotic Normality for Series Estimators under Weak Dependence and Weak Conditions," Cowles Foundation Discussion Papers 1976, Cowles Foundation for Research in Economics, Yale University.
    11. Xiaohong Chen & Timothy M. Christensen, 2013. "Optimal uniform convergence rates for sieve nonparametric instrumental variables regression," CeMMAP working papers 56/13, Institute for Fiscal Studies.
    12. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Ivan Fernandez-Val, 2016. "Conditional quantile processes based on series or many regressors," CeMMAP working papers 46/16, Institute for Fiscal Studies.
    13. Matias D. Cattaneo & Richard K. Crump & Max H. Farrell & Ernst Schaumburg, 2020. "Characteristic-Sorted Portfolios: Estimation and Inference," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 531-551, July.
    14. Matias Cattaneo & Michael Jansson & Whitney K. Newey, 2015. "Alternative asymptotics and the partially linear model with many regressors," CeMMAP working papers 36/15, Institute for Fiscal Studies.
    15. Xiaohong Chen & Timothy M. Christensen, 2014. "Optimal uniform convergence rates and asymptotic normality for series estimators under weak dependence and weak conditions," CeMMAP working papers 46/14, Institute for Fiscal Studies.
    16. Whitney K. Newey & James M. Robins, 2017. "Cross-fitting and fast remainder rates for semiparametric estimation," CeMMAP working papers CWP41/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Mengshan Xu & Taisuke Otsu, 2022. "Isotonic propensity score matching," Papers 2207.08868, arXiv.org.
    18. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
    19. Bertille Antoine & Pascal Lavergne, 2020. "Identification-Robust Nonparametric Interference in a Linear IV Model," Discussion Papers dp20-03, Department of Economics, Simon Fraser University.
    20. Kazuhiko Shinoda & Takahiro Hoshino, 2022. "Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions," Papers 2212.13145, arXiv.org.
    21. Taisuke Otsu & Mengshan Xu, 2022. "Isotonic propensity score matching," STICERD - Econometrics Paper Series 623, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    22. Farrell, Max H., 2015. "Robust inference on average treatment effects with possibly more covariates than observations," Journal of Econometrics, Elsevier, vol. 189(1), pages 1-23.
    23. Byunghoon Kang, 2019. "Inference in Nonparametric Series Estimation with Specification Searches for the Number of Series Terms," Papers 1909.12162, arXiv.org, revised Feb 2020.
    24. Semenova, Vira, 2023. "Debiased machine learning of set-identified linear models," Journal of Econometrics, Elsevier, vol. 235(2), pages 1725-1746.
    25. Matias D. Cattaneo & Fang Han & Zhexiao Lin, 2023. "On Rosenbaum's Rank-based Matching Estimator," Papers 2312.07683, arXiv.org, revised Jan 2024.
    26. Whitney K. Newey & James M. Robins, 2017. "Cross-fitting and fast remainder rates for semiparametric estimation," CeMMAP working papers 41/17, Institute for Fiscal Studies.
    27. Jose Olmo, 2023. "A nonparametric predictive regression model using partitioning estimators based on Taylor expansions," Journal of Time Series Analysis, Wiley Blackwell, vol. 44(3), pages 294-318, May.
    28. Mohlin , Erik, 2018. "Asymptotically Optimal Regression Trees," Working Papers 2018:12, Lund University, Department of Economics.

  32. Cattaneo, Matias D. & Crump, Richard K. & Jansson, Michael, 2012. "Optimal inference for instrumental variables regression with non-Gaussian errors," Journal of Econometrics, Elsevier, vol. 167(1), pages 1-15.
    See citations under working paper version above.
  33. Cattaneo, Matias D. & Crump, Richard K. & Jansson, Michael, 2010. "Robust Data-Driven Inference for Density-Weighted Average Derivatives," Journal of the American Statistical Association, American Statistical Association, vol. 105(491), pages 1070-1083.
    See citations under working paper version above.
  34. Cattaneo, Matias D., 2010. "Efficient semiparametric estimation of multi-valued treatment effects under ignorability," Journal of Econometrics, Elsevier, vol. 155(2), pages 138-154, April.

    Cited by:

    1. Sokbae Lee & Ryo Okui & Yoon†Jae Whang, 2017. "Doubly robust uniform confidence band for the conditional average treatment effect function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(7), pages 1207-1225, November.
    2. Stojčić, Nebojša & Anić, Ivan-Damir & Aralica, Zoran, 2019. "Do firms in clusters perform better? Lessons from wood-processing industries in new EU member states," Forest Policy and Economics, Elsevier, vol. 109(C).
    3. Saraswata Chaudhuriy & David T. Frazierz & Eric Renault, 2016. "Indirect Inference with Endogenously Missing Exogenous Variables," CIRANO Working Papers 2016s-15, CIRANO.
    4. Tristan Le Cotty & Elodie Maître d'Hôtel & Julie Subervie, 2019. "Inventory credit to enhance food security in Africa," Working Papers hal-02018715, HAL.
    5. Essilfie, Felix Larry, 2018. "Varietal seed technology and household income of maize farmers: An application of the doubly robust model," Technology in Society, Elsevier, vol. 55(C), pages 85-91.
    6. Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.
    7. Stojčić, Nebojša, 2021. "Social and private outcomes of green innovation incentives in European advancing economies," Technovation, Elsevier, vol. 104(C).
    8. Hartley, Robert Paul & Lamarche, Carlos, 2017. "Behavioral Responses and Welfare Reform: Evidence from a Randomized Experiment," IZA Discussion Papers 10905, Institute of Labor Economics (IZA).
    9. HASEBE Takuya & KONISHI Yoshifumi & SHIN Kong Joo & MANAGI Shunsuke, 2018. "White Collar Exemption: Panacea for long work hours and low earnings?," Discussion papers 18002, Research Institute of Economy, Trade and Industry (RIETI).
    10. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2016. "Program evaluation and causal inference with high-dimensional data," CeMMAP working papers 13/16, Institute for Fiscal Studies.
    11. Sokbae Lee & Bernard Salani'e, 2020. "Treatment Effects with Targeting Instruments," Papers 2007.10432, arXiv.org, revised Nov 2023.
    12. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    13. Sloczynski, Tymon & Wooldridge, Jeffrey M., 2014. "A General Double Robustness Result for Estimating Average Treatment Effects," IZA Discussion Papers 8084, Institute of Labor Economics (IZA).
    14. Tristan Le Cotty & Elodie Maître D’hôtel & Julie Subervie, 2023. "Inventory credit to enhance food security in Burkina Faso," Post-Print hal-03790571, HAL.
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    155. Ma, Wanglin & Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Cooking Fuel Choices on Subjective Well-Being: Insights from Rural China," 2021 Conference, August 17-31, 2021, Virtual 315149, International Association of Agricultural Economists.
    156. Ainembabazi, John Herbert & Abdoulaye, Tahirou & Feleke, Shiferaw & Alene, Arega & Dontsop-Nguezet, Paul M. & Ndayisaba, Pierre Celestin & Hicintuka, Cyrille & Mapatano, Sylvain & Manyong, Victor, 2018. "Who benefits from which agricultural research-for-development technologies? Evidence from farm household poverty analysis in Central Africa," World Development, Elsevier, vol. 108(C), pages 28-46.
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    160. Santiago Gallino & Antonio Moreno, 2018. "The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 767-787, October.
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    162. Sibhatu, Kibrom T. & Arslan, Aslihan & Zucchini, Emanuele, 2022. "The effect of agricultural programs on dietary diversity and food security: Insights from the smallholder productivity promotion program in Zambia," Food Policy, Elsevier, vol. 113(C).
    163. Jean-Louis Combes & Rasmané Ouedraogo & Mr. Sampawende J Tapsoba, 2016. "What Does Aid Do to Fiscal Policy? New Evidence," IMF Working Papers 2016/112, International Monetary Fund.
    164. Zhao, Puying & Haziza, David & Wu, Changbao, 2020. "Survey weighted estimating equation inference with nuisance functionals," Journal of Econometrics, Elsevier, vol. 216(2), pages 516-536.
    165. Adeyemo, T. & Okoruwa, V. & Akinyosoye, V., 2018. "Estimating causal effects of cassava based value-webs on smallholders welfare: a multivalued treatment approach," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277052, International Association of Agricultural Economists.
    166. Brian Lee & Jhih‐Yun Liu & Hung‐Hao Chang, 2020. "The choice of marketing channel and farm profitability: Empirical evidence from small farmers," Agribusiness, John Wiley & Sons, Ltd., vol. 36(3), pages 402-421, June.
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    168. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    169. Lee, Ying-Ying, 2018. "Efficient propensity score regression estimators of multivalued treatment effects for the treated," Journal of Econometrics, Elsevier, vol. 204(2), pages 207-222.
    170. Sounman Hong & Taek Kyu Kim, 2017. "Regulatory capture in agency performance evaluation: industry expertise versus revolving-door lobbying," Public Choice, Springer, vol. 171(1), pages 167-186, April.
    171. Shuo Sun & Erica E. M. Moodie & Johanna G. Nešlehová, 2021. "Causal inference for quantile treatment effects," Environmetrics, John Wiley & Sons, Ltd., vol. 32(4), June.
    172. Delprato, Marcos & Akyeampong, Kwame, 2019. "The effect of working on students’ learning in Latin America: Evidence from the learning survey TERCE," International Journal of Educational Development, Elsevier, vol. 70(C), pages 1-1.
    173. Giorgio Brunello & Lorenzo Rocco, 2017. "The effects of vocational education on adult skills, employment and wages: What can we learn from PIAAC?," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 8(4), pages 315-343, November.
    174. Adam Baybutt & Manu Navjeevan, 2023. "Doubly-Robust Inference for Conditional Average Treatment Effects with High-Dimensional Controls," Papers 2301.06283, arXiv.org.
    175. Himaz, Rozana, 2020. "Sweet are the fruit of adversity? The impact of fathers’ death on child non-cognitive outcomes in Ethiopia," Economics & Human Biology, Elsevier, vol. 38(C).
    176. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.
    177. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    178. Pinget, Amandine, 2016. "Spécificités des déterminants des innovations environnementales : une approche appliquée aux PME [Specificities of determinants for environmental innovation : an approach applied to SMEs]," MPRA Paper 80108, University Library of Munich, Germany.
    179. Bazzi, Samuel & Sumarto, Sudarno & Suryahadi, Asep, 2015. "It's all in the timing: Cash transfers and consumption smoothing in a developing country," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 267-288.
    180. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    181. Bo Wang & Po-Yuan Cheng & Brian Lee & Lih-Chyun Sun & Hung-Hao Chang, 2019. "Does Participation in Agricultural Cooperatives Affect Farm Sustainability? Empirical Evidence from Taiwan," Sustainability, MDPI, vol. 11(18), pages 1-12, September.
    182. Greco, Marco & Germani, Francesca & Grimaldi, Michele & Radicic, Dragana, 2022. "Policy mix or policy mess? Effects of cross-instrumental policy mix on eco-innovation in German firms," Technovation, Elsevier, vol. 117(C).
    183. Ferraro, Simona & Männasoo, Kadri & Tasane, Helery, 2023. "How the EU Cohesion Policy targeted at R&D and innovation impacts the productivity, employment and exports of SMEs in Estonia," Evaluation and Program Planning, Elsevier, vol. 97(C).
    184. Ashesh Rambachan & Neil Shephard, 2019. "Econometric analysis of potential outcomes time series: instruments, shocks, linearity and the causal response function," Papers 1903.01637, arXiv.org, revised Feb 2020.
    185. Garbero, A. & Songsermsawas, T., 2018. "IFAD RESEARCH SERIES 31 - Impact of modern irrigation on household production and welfare outcomes: evidence from the participatory small-scale irrigation development programme (PASIDP) project in Eth," IFAD Research Series 280080, International Fund for Agricultural Development (IFAD).
    186. Zhao, Xi & Wang, Julia Shu-Huah, 2021. "The effects of multiple welfare program participatifon on educational expenditures and time use: Evidence from the social safety net in China," Children and Youth Services Review, Elsevier, vol. 131(C).
    187. Takeshima, Hiroyuki & Adeoti, Adetola & Popoola, Oluwafemi Adebola, 2017. "The Impact On Farm Household Welfare Of Large Irrigation Dams And Their Distribution Across Hydrological Basins: Insights From Northern Nigeria," Feed the Future Innovation Lab for Food Security Policy Research Papers 259574, Michigan State University, Department of Agricultural, Food, and Resource Economics, Feed the Future Innovation Lab for Food Security (FSP).
    188. Rahul Singh, 2021. "Generalized Kernel Ridge Regression for Causal Inference with Missing-at-Random Sample Selection," Papers 2111.05277, arXiv.org.
    189. Chaudhuri, Saraswata & Frazier, David T. & Renault, Eric, 2018. "Indirect Inference with endogenously missing exogenous variables," Journal of Econometrics, Elsevier, vol. 205(1), pages 55-75.
    190. Xinwei Ma & Jingshen Wang, 2018. "Robust Inference Using Inverse Probability Weighting," Papers 1810.11397, arXiv.org, revised May 2019.
    191. Van Wolleghem, Pierre Georges & De Angelis, Marina & Scicchitano, Sergio, 2019. "Education-occupation mismatch of migrants in the Italian labour market: the effect of social networks," GLO Discussion Paper Series 398, Global Labor Organization (GLO).
    192. Kebebe, E. & Shibru, F., 2017. "Impact of alternative livelihood interventions on household welfare: Evidence from rural Ethiopia," Forest Policy and Economics, Elsevier, vol. 75(C), pages 67-72.
    193. Christopher Biolsi, 2019. "Local Effects of a Military Spending Shock: Evidence from Shipbuilding in the 1930s," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 227-248, April.
    194. Tabe-Ojong, Martin Paul Jr. & Nshakira-Rukundo, Emmanuel, 2021. "Religiosity and parental educational aspirations for children in Kenya," World Development Perspectives, Elsevier, vol. 23(C).
    195. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2020. "Deep Learning for Individual Heterogeneity: An Automatic Inference Framework," Papers 2010.14694, arXiv.org, revised Jul 2021.
    196. Young-Min Ju & Myoung-Jae Lee, 2017. "Control Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wage," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(6), pages 1176-1194, December.
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    198. Alfredo Cuecuecha Mendoza, 2024. "The effect of remittances on financial literacy in Mexico," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 19(1), pages 1-22, Enero - M.
    199. Samuel Bazzi & Sudarno Sumarto & Asep Suryahadi, "undated". "It’s All in the Timing: Household Expenditure and Labor Supply Responses to Unconditional Cash Transfers," Working Papers 280, Publications Department.
    200. Paul Goldsmith-Pinkham & Peter Hull & Michal Kolesár, 2021. "On Estimating Multiple Treatment Effects with Regression," Working Papers 2021-41, Princeton University. Economics Department..
    201. Keith Kranker & Mary Kay Fox & Pia Caronongan, "undated". "WIC-Medicaid II Feasibility Study: Final Report," Mathematica Policy Research Reports fb21857415324280ae3483385, Mathematica Policy Research.
    202. Joachim Binam & Frank Place & Antoine Kalinganire & Sigue Hamade & Moussa Boureima & Abasse Tougiani & Joseph Dakouo & Bayo Mounkoro & Sanogo Diaminatou & Marcel Badji & Mouhamadou Diop & Andre Babou , 2015. "Effects of farmer managed natural regeneration on livelihoods in semi-arid West Africa," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 17(4), pages 543-575, October.
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  35. Matias D. Cattaneo & Sebastian Galiani & Paul J. Gertler & Sebastian Martinez & Rocio Titiunik, 2009. "Housing, Health, and Happiness," American Economic Journal: Economic Policy, American Economic Association, vol. 1(1), pages 75-105, February.
    See citations under working paper version above.

Software components

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Chapters

  1. Matias D. Cattaneo, 2010. "multi-valued treatment effects," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.

    Cited by:

    1. Sokbae Lee & Ryo Okui & Yoon†Jae Whang, 2017. "Doubly robust uniform confidence band for the conditional average treatment effect function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(7), pages 1207-1225, November.
    2. Stojčić, Nebojša & Anić, Ivan-Damir & Aralica, Zoran, 2019. "Do firms in clusters perform better? Lessons from wood-processing industries in new EU member states," Forest Policy and Economics, Elsevier, vol. 109(C).
    3. Saraswata Chaudhuriy & David T. Frazierz & Eric Renault, 2016. "Indirect Inference with Endogenously Missing Exogenous Variables," CIRANO Working Papers 2016s-15, CIRANO.
    4. Tristan Le Cotty & Elodie Maître d'Hôtel & Julie Subervie, 2019. "Inventory credit to enhance food security in Africa," Working Papers hal-02018715, HAL.
    5. Essilfie, Felix Larry, 2018. "Varietal seed technology and household income of maize farmers: An application of the doubly robust model," Technology in Society, Elsevier, vol. 55(C), pages 85-91.
    6. Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.
    7. Stojčić, Nebojša, 2021. "Social and private outcomes of green innovation incentives in European advancing economies," Technovation, Elsevier, vol. 104(C).
    8. 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.
    9. Hartley, Robert Paul & Lamarche, Carlos, 2017. "Behavioral Responses and Welfare Reform: Evidence from a Randomized Experiment," IZA Discussion Papers 10905, Institute of Labor Economics (IZA).
    10. HASEBE Takuya & KONISHI Yoshifumi & SHIN Kong Joo & MANAGI Shunsuke, 2018. "White Collar Exemption: Panacea for long work hours and low earnings?," Discussion papers 18002, Research Institute of Economy, Trade and Industry (RIETI).
    11. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2016. "Program evaluation and causal inference with high-dimensional data," CeMMAP working papers 13/16, Institute for Fiscal Studies.
    12. Sokbae Lee & Bernard Salani'e, 2020. "Treatment Effects with Targeting Instruments," Papers 2007.10432, arXiv.org, revised Nov 2023.
    13. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    14. Sloczynski, Tymon & Wooldridge, Jeffrey M., 2014. "A General Double Robustness Result for Estimating Average Treatment Effects," IZA Discussion Papers 8084, Institute of Labor Economics (IZA).
    15. Tristan Le Cotty & Elodie Maître D’hôtel & Julie Subervie, 2023. "Inventory credit to enhance food security in Burkina Faso," Post-Print hal-03790571, HAL.
    16. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    17. Miroslav Štefánik & Katarína Karasová & Ivana Studená, 2020. "Can supporting workplace insertions of unemployed recent graduates improve their long-term employability?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(2), pages 245-265, May.
    18. Noam Wasserman, 2017. "The throne vs. the kingdom: Founder control and value creation in startups," Strategic Management Journal, Wiley Blackwell, vol. 38(2), pages 255-277, February.
    19. Meara, Katie & Pastore, Francesco & Webster, Allan, 2017. "Is the gender pay gap in the US just the result of gender segregation at work?," GLO Discussion Paper Series 40, Global Labor Organization (GLO).
    20. Robert Garlick, 2018. "Academic Peer Effects with Different Group Assignment Policies: Residential Tracking versus Random Assignment," American Economic Journal: Applied Economics, American Economic Association, vol. 10(3), pages 345-369, July.
    21. Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2022.
    22. Bünnings, Christian & Hafner, Lucas & Reif, Simon & Tauchmann, Harald, 2019. "In sickness and in health? Health shocks and relationship breakdown: Empirical evidence from Germany," FAU Discussion Papers in Economics 03/2019, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
    23. Nebojša Stojčić, 2021. "Collaborative innovation in emerging innovation systems: Evidence from Central and Eastern Europe," The Journal of Technology Transfer, Springer, vol. 46(2), pages 531-562, April.
    24. Shaibu Baanni Azumah & Abraham Zakaria & Rosaine N. Yegbemey & Philips A. Apalogta & Vishal Dagar & Abass Mahama, 2022. "Climate Smart Production, Gross Income, and Downstream Risk Characterization of Rice Farmers in Ghana," Journal of Agricultural Studies, Macrothink Institute, vol. 10(2), pages 13-35, June.
    25. Cui, Li-E & Zhao, Puying & Tang, Niansheng, 2022. "Generalized empirical likelihood for nonsmooth estimating equations with missing data," Journal of Multivariate Analysis, Elsevier, vol. 190(C).
    26. Zetterqvist, Johan & Waernbaum, Ingeborg, 2020. "Semi-parametric estimation of multi-valued treatment effects for the treated:estimating equations and sandwich estimators," Working Paper Series 2020:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    27. Lai, Peng & Wang, Qihua, 2014. "Semiparametric efficient estimation for partially linear single-index models with responses missing at random," Journal of Multivariate Analysis, Elsevier, vol. 128(C), pages 33-50.
    28. Huang, Bin & Tani, Massimiliano & Zhu, Yu, 2021. "Does higher education make you more entrepreneurial? Causal evidence from China," Journal of Business Research, Elsevier, vol. 135(C), pages 543-558.
    29. 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).
    30. Alejo, Javier & Galvao, Antonio F. & Montes-Rojas, Gabriel, 2018. "Quantile continuous treatment effects," Econometrics and Statistics, Elsevier, vol. 8(C), pages 13-36.
    31. Chris Muris, 2020. "Efficient GMM Estimation with Incomplete Data," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 518-530, July.
    32. Hong, Yan-Zhen & Chang, Hung-Hao & Dai, Yong-Wu, 2018. "Is deregulation of forest land use rights transactions associated with economic well-being and labor allocation of farm households? Empirical evidence in China," Land Use Policy, Elsevier, vol. 75(C), pages 694-701.
    33. Wanglin Ma & Alan Renwick & Kathryn Bicknell, 2018. "Higher Intensity, Higher Profit? Empirical Evidence from Dairy Farming in New Zealand," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 739-755, September.
    34. Ferreira,Francisco H. G. & Firpo,Sergio & Galvao,Antonio F., 2017. "Estimation and inference for actual and counterfactual growth incidence curves," Policy Research Working Paper Series 7933, The World Bank.
    35. Amandine Pinget & Rachel Bocquet & Caroline Mothe, 2015. "Barriers to Environmental Innovation in SMEs: Empirical Evidence from French Firms," Post-Print hal-01300837, HAL.
    36. Ying-Ying Lee, 2015. "Efficient propensity score regression estimators of multi-valued treatment effects for the treated," Economics Series Working Papers 738, University of Oxford, Department of Economics.
    37. Charles Yaw Okyere, 2020. "Environmental quality, gender and health outcomes in Southern Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(8), pages 7865-7886, December.
    38. Jason Abrevaya & Yu-Chin Hsu & Robert P. Lieli, 2012. "Estimating Conditional Average Treatment Effects," CEU Working Papers 2012_16, Department of Economics, Central European University, revised 20 Jul 2012.
    39. Esposti, Roberto, 2014. "The Impact of the 2005 CAP First Pillar Reform as a Multivalued Treatment Effect: Alternative Estimation Approaches," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 183067, European Association of Agricultural Economists.
    40. Emanuela Ghignoni & Francesco Pastore, 2022. "The gender wage gap in Egypt: public versus private sector," Working Papers in Public Economics 228, University of Rome La Sapienza, Department of Economics and Law.
    41. Maimuna Ibraimo & Eva-Maria Egger, 2023. "Migration out of poverty: The case of post-war migration in Mozambique," WIDER Working Paper Series wp-2023-16, World Institute for Development Economic Research (UNU-WIDER).
    42. Max Tabord-Meehan, 2018. "Stratification Trees for Adaptive Randomization in Randomized Controlled Trials," Papers 1806.05127, arXiv.org, revised Jul 2022.
    43. Chunrong Ai & Oliver Linton & Kaiji Motegi & Zheng Zhang, 2018. "A Unified Framework for Efficient Estimation of General Treatment Models," Papers 1808.04936, arXiv.org, revised Aug 2018.
    44. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
    45. Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013. "Program evaluation with high-dimensional data," CeMMAP working papers 57/13, Institute for Fiscal Studies.
    46. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    47. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    48. 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.
    49. Jane Cooley Fruehwirth & Salvador Navarro & Yuya Takahashi, 2011. "How The Timing of Grade Retention Affects Outcomes: Identification and Estimation of Time-Varying Treatment Effects," Working Papers 2011-015, Human Capital and Economic Opportunity Working Group.
    50. Yu, Wen, 2011. "Semiparametric analysis in double-sampling designs via empirical likelihood," Journal of Multivariate Analysis, Elsevier, vol. 102(9), pages 1302-1314, October.
    51. Martinez-Jimenez, Mario & Hollingsworth, Bruce & Zucchelli, Eugenio, 2021. "Health, Retirement and Economic Shocks," IZA Discussion Papers 14574, Institute of Labor Economics (IZA).
    52. Paul Goldsmith-Pinkham & Peter Hull & Michal Koles'ar, 2021. "Contamination Bias in Linear Regressions," Papers 2106.05024, arXiv.org, revised Feb 2024.
    53. Nicolas Moreau, 2018. "A SAS macro to estimate Average Treatment Effects with Propensity Score Matching," Working Papers hal-01691528, HAL.
    54. Sebastian Calonico & Rafael Di Tella & Juan Cruz Lopez Del Valle, 2022. "Causal Inference During a Pandemic: Evidence on the Effectiveness of Nebulized Ibuprofen as an Unproven Treatment for COVID-19 in Argentina," NBER Working Papers 30084, National Bureau of Economic Research, Inc.
    55. Ackah, Charles & Osei, Robert Darko & Owusu, Nana Y. A. & Acheampong, Vera, 2023. "Special Economic Zones and household welfare: New evidence from Ghana," KCG Working Papers 25, Kiel Centre for Globalization (KCG).
    56. Takeshima, Hiroyuki & Shrestha, Rudra Bahadur & Kaphle, Basu Dev & Karkee, Madhab & Pokhrel, Suroj & Kumar, Anjani, 2016. "Effects of agricultural mechanization on smallholders and their self-selection into farming: An insight from the Nepal Terai," IFPRI discussion papers 1583, International Food Policy Research Institute (IFPRI).
    57. Wei Huang & Oliver Linton & Zheng Zhang, 2021. "A Unified Framework for Specification Tests of Continuous Treatment Effect Models," Papers 2102.08063, arXiv.org, revised Sep 2021.
    58. Hou, Xiaohui & Wang, Bo & Lian, Jiale & Ke, Kong-lin, 2021. "Do CEO's early-life marketization experiences affect the innovation behavior of SMEs?," Journal of Asian Economics, Elsevier, vol. 75(C).
    59. Abdul-Hanan Abdallah & Awal Abdul-Rahaman & Gazali Issahaku, 2021. "Sustainable agricultural practices, farm income and food security among rural households in Africa," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(12), pages 17668-17701, December.
    60. Andreas F. Buehler & Patrick Lehnert & Uschi Backes-Gellner, 2023. "Curriculum Updates in Vocational Education and Changes in Graduates' Skills and Wages," Economics of Education Working Paper Series 0205, University of Zurich, Department of Business Administration (IBW).
    61. Bazzi, Samuel & Sumarto, Sudarno & Suryahadi, Asep, 2013. "It's All in the Timing:Household Expenditure and Labor Supply Responses to Unconditional Cash Transfers," MPRA Paper 57892, University Library of Munich, Germany, revised 31 Nov 2013.
    62. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.
    63. Bryan S. Graham & Cristine Campos de Xavier Pinto, 2018. "Semiparametrically efficient estimation of the average linear regression function," Papers 1810.12511, arXiv.org.
    64. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2022. "Cooking fuel choices and subjective well-being in rural China: Implications for a complete energy transition," Energy Policy, Elsevier, vol. 165(C).
    65. Whitney K. Newey & Sami Stouli, 2020. "Heterogeneous Coefficients, Control Variables, and Identification of Multiple Treatment Effects," Papers 2009.02314, arXiv.org, revised Nov 2021.
    66. Emanuela Ghignoni & Marilena Giannetti & Vincenzo Salvucci, 2022. "The double "discrimination" of foreign women: A matching comparisons approach," Working Papers in Public Economics 225, University of Rome La Sapienza, Department of Economics and Law.
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