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Misunderstandings between experimentalists and observationalists about causal inference

Citations

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Cited by:

  1. Silva, Felipe Bastos Gurgel, 2021. "Fiscal Deficits, Bank Credit Risk, and Loan-Loss Provisions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(5), pages 1537-1589, August.
  2. Konstantin Ash, 2022. "State weakness and support for ethnic violence in Southern Kyrgyzstan," Journal of Peace Research, Peace Research Institute Oslo, vol. 59(6), pages 860-875, November.
  3. Miriam Bruhn & David McKenzie, 2009. "In Pursuit of Balance: Randomization in Practice in Development Field Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
  4. Sam Sims & Jake Anders & Matthew Inglis & Hugues Lortie-Forgues, 2020. "Quantifying 'promising trials bias' in randomized controlled trials in education," CEPEO Working Paper Series 20-16, UCL Centre for Education Policy and Equalising Opportunities, revised Nov 2020.
  5. Sharique Hasan & Surendrakumar Bagde, 2015. "Peers and Network Growth: Evidence from a Natural Experiment," Management Science, INFORMS, vol. 61(10), pages 2536-2547, October.
  6. Jan Stede, 2019. "Do Energy Efficiency Networks Save Energy? Evidence from German Plant-Level Data," Discussion Papers of DIW Berlin 1813, DIW Berlin, German Institute for Economic Research.
  7. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03455978, HAL.
  8. Ashis Das & Jed Friedman & Eeshani Kandpal, 2018. "Does involvement of local NGOs enhance public service delivery? Cautionary evidence from a malaria‐prevention program in India," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 172-188, January.
  9. Junquera, Álvaro F., 2024. "More money, more effect? Employment effects of job search programs in Veneto," SocArXiv rjshu, Center for Open Science.
  10. Uehleke, Reinhard & Petrick, Martin & Hüttel, Silke, 2022. "Evaluations of agri-environmental schemes based on observational farm data: The importance of covariate selection," Land Use Policy, Elsevier, vol. 114(C).
  11. Stacia M. DeSantis & Christos Lazaridis & Shuang Ji & Francis G. Spinale, 2014. "Analyzing propensity matched zero-inflated count outcomes in observational studies," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(1), pages 127-141, January.
  12. Victoria Fan & Anup Karan & Ajay Mahal, 2012. "State health insurance and out-of-pocket health expenditures in Andhra Pradesh, India," International Journal of Health Economics and Management, Springer, vol. 12(3), pages 189-215, September.
  13. Moreno-Serra R, "undated". "Health Programme Evaluation by Propensity Score Matching: Accounting for Treatment Intensity and Health Externalities with an Application to Brazil," Health, Econometrics and Data Group (HEDG) Working Papers 09/05, HEDG, c/o Department of Economics, University of York.
  14. Wumeng He & Orapan Nabangchang & Krista Erdman & Alex C. A. Vanko & Prapti Poudel & Chandra Giri & Jeffrey R. Vincent, 2023. "Inferring Economic Impacts from a Program’s Physical Outcomes: An Application to Forest Protection in Thailand," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(3), pages 845-876, March.
  15. Tebkieta Alexandra Tapsoba, 2017. "Poverty, disasters and remittances: do remittances and past disasters influence households’ resilience?," CERDI Working papers halshs-01512716, HAL.
  16. Bob Blankenberger & Sophia Gehlhausen Anderson & Eric Lichtenberger, 2021. "Improving Institutional Evaluation Methods: Comparing Three Evaluations Using PSM, Exact and Coarsened Exact Matching," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(8), pages 1248-1275, December.
  17. Bunte, Jonas B. & Desai, Harsh & Gbala, Kanio & Parks, Bradley & Runfola, Daniel Miller, 2018. "Natural resource sector FDI, government policy, and economic growth: Quasi-experimental evidence from Liberia," World Development, Elsevier, vol. 107(C), pages 151-162.
  18. Bailey, Michael & Hopkins, Daniel J. & Rogers, Todd, 2013. "Unresponsive and Unpersuaded: The Unintended Consequences of Voter Persuasion Efforts," Working Paper Series rwp13-034, Harvard University, John F. Kennedy School of Government.
  19. Stefanie Behncke, 2009. "How Does Retirement Affect Health?," University of St. Gallen Department of Economics working paper series 2009 2009-13, Department of Economics, University of St. Gallen.
  20. repec:osf:osfxxx:75tn8_v1 is not listed on IDEAS
  21. Jakhongir Kakhkharov & Muzaffarjon Ahunov, 2022. "Do migrant remittances affect household spending? Focus on wedding expenditures," Empirical Economics, Springer, vol. 63(2), pages 979-1028, August.
  22. Adeola Oyenubi & Martin Wittenberg, 2021. "Does the choice of balance-measure matter under genetic matching?," Empirical Economics, Springer, vol. 61(1), pages 489-502, July.
  23. Das, Ashis & Friedman, Jed & Kandpal, Eeshani, 2014. "Does involvement of local NGOs enhance public service delivery ? cautionary evidence from a Malaria-prevention evaluation in India," Policy Research Working Paper Series 6931, The World Bank.
  24. Elizabeth Tipton, 2013. "Stratified Sampling Using Cluster Analysis," Evaluation Review, , vol. 37(2), pages 109-139, April.
  25. Prateek Sharma & Samit Paul, 2021. "Game of names: Blockchain premium in corporate names," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(5), pages 1059-1078, July.
  26. repec:osf:socarx:x4526_v1 is not listed on IDEAS
  27. Wendy Chan, 2018. "Applications of Small Area Estimation to Generalization With Subclassification by Propensity Scores," Journal of Educational and Behavioral Statistics, , vol. 43(2), pages 182-224, April.
  28. Francesco Lamperti & Roberto Mavilia & Simona Castellini, 2017. "The role of Science Parks: a puzzle of growth, innovation and R&D investments," The Journal of Technology Transfer, Springer, vol. 42(1), pages 158-183, February.
  29. Canavari, Maurizio & Drichoutis, Andreas C. & Lusk, Jayson L. & Nayga, Rodolfo, 2018. "How to run an experimental auction: A review of recent advances," MPRA Paper 89715, University Library of Munich, Germany.
  30. Stanislao Maldonado, 2024. "Empowering women through multifaceted interventions: long-term evidence from a double matching design," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(1), pages 1-44, March.
  31. Ragni, Alessandra & Ippolito, Daniel & Masci, Chiara, 2024. "Assessing the impact of hybrid teaching on students’ academic performance via multilevel propensity score-based techniques," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
  32. Weneyam Hippolyte Balima & Jean-Louis Combes & Alexandru Minea, 2015. "Sovereign Debt Risk in Emerging Countries: Does Inflation Targeting Adoption Make Any Difference?," CERDI Working papers halshs-01128239, HAL.
  33. Marco Morucci & Md. Noor-E-Alam & Cynthia Rudin, 2022. "A Robust Approach to Quantifying Uncertainty in Matching Problems of Causal Inference," INFORMS Joural on Data Science, INFORMS, vol. 1(2), pages 156-171, October.
  34. Tebkieta Alexandra TAPSOBA, 2017. "Poverty, disasters and remittances: do remittances and past disasters influence households’ resilience?," Working Papers 201708, CERDI.
  35. Wichman, Casey J. & Ferraro, Paul J., 2017. "A cautionary tale on using panel data estimators to measure program impacts," Economics Letters, Elsevier, vol. 151(C), pages 82-90.
  36. Manuel Gomes & Richard Grieve & Richard Nixon & Edmond S.‐W. Ng & James Carpenter & Simon G. Thompson, 2012. "Methods For Covariate Adjustment In Cost‐Effectiveness Analysis That Use Cluster Randomised Trials," Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1101-1118, September.
  37. Naoki Egami & Erin Hartman, 2021. "Covariate selection for generalizing experimental results: Application to a large‐scale development program in Uganda," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(4), pages 1524-1548, October.
  38. Hao Chen & Dylan S. Small, 2022. "New multivariate tests for assessing covariate balance in matched observational studies," Biometrics, The International Biometric Society, vol. 78(1), pages 202-213, March.
  39. Jaime Martín-García & José A. Gómez-Limón & Manuel Arriaza, 2023. "Conventional versus organic olive farming: which has a better economic performance?," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-27, December.
  40. Moreno Mancosu & Mònica Ferrín Pereira, 2021. "Terrorist Attacks, Stereotyping, and Attitudes Toward Immigrants: The Case of the Manchester Bombing," Social Science Quarterly, Southwestern Social Science Association, vol. 102(1), pages 420-432, January.
  41. Simone Bertoli & Francesca Marchetta, 2014. "Migration, Remittances and Poverty in Ecuador," Journal of Development Studies, Taylor & Francis Journals, vol. 50(8), pages 1067-1089, August.
  42. Yves Tillé, 2022. "Some Solutions Inspired by Survey Sampling Theory to Build Effective Clinical Trials," International Statistical Review, International Statistical Institute, vol. 90(3), pages 481-498, December.
  43. Berta, Paolo & Callea, Giuditta & Martini, Gianmaria & Vittadini, Giorgio, 2010. "The effects of upcoding, cream skimming and readmissions on the Italian hospitals efficiency: A population-based investigation," Economic Modelling, Elsevier, vol. 27(4), pages 812-821, July.
  44. Arndt R. Reichert, 2015. "Obesity, Weight Loss, and Employment Prospects: Evidence from a Randomized Trial," Journal of Human Resources, University of Wisconsin Press, vol. 50(3), pages 759-810.
  45. Elizabeth Tipton, 2013. "Improving Generalizations From Experiments Using Propensity Score Subclassification," Journal of Educational and Behavioral Statistics, , vol. 38(3), pages 239-266, June.
  46. Nicole E. Pashley & Luke W. Miratrix, 2022. "Block What You Can, Except When You Shouldn’t," Journal of Educational and Behavioral Statistics, , vol. 47(1), pages 69-100, February.
  47. Christoph Dworschak, 2024. "Bias mitigation in empirical peace and conflict studies: A short primer on posttreatment variables," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(3), pages 462-476, May.
  48. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LLC, vol. 9(4), pages 524-546, December.
  49. Pamela K. Lattimore & Christy A. Visher, 2013. "The Impact of Prison Reentry Services on Short-Term Outcomes," Evaluation Review, , vol. 37(3-4), pages 274-313, June.
  50. Jones, Andrew M. & Rice, Nigel & Zantomio, Francesca, 2020. "Acute health shocks and labour market outcomes: Evidence from the post crash era," Economics & Human Biology, Elsevier, vol. 36(C).
  51. Riccardo D'Alberto & Francesco Pagliacci & Matteo Zavalloni, 2023. "A socioeconomic impact assessment of three Italian national parks," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 114-147, January.
  52. David M. Phillippo & Anthony E. Ades & Sofia Dias & Stephen Palmer & Keith R. Abrams & Nicky J. Welton, 2018. "Methods for Population-Adjusted Indirect Comparisons in Health Technology Appraisal," Medical Decision Making, , vol. 38(2), pages 200-211, February.
  53. repec:mpr:mprres:8128 is not listed on IDEAS
  54. Takasaki, Yoshito, 2020. "Impacts of disability on poverty: Quasi-experimental evidence from landmine amputees in Cambodia," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 85-107.
  55. Cubitt, Timothy I.C. & Gaub, Janne E. & Holtfreter, Kristy, 2022. "Gender differences in serious police misconduct: A machine-learning analysis of the New York Police Department (NYPD)," Journal of Criminal Justice, Elsevier, vol. 82(C).
  56. Zhaoyang Liu & Jintao Xu & Xiaojun Yang & Qin Tu & Nick Hanley & Andreas Kontoleon, 2019. "Performance of Agglomeration Bonuses in Conservation Auctions: Lessons from a Framed Field Experiment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(3), pages 843-869, July.
  57. Pablo Geraldo Bast'ias, 2024. "Credible causal inference beyond toy models," Papers 2402.11659, arXiv.org.
  58. Cantone, Giulio Giacomo & Tomaselli, Venera, 2023. "Quasi-experimental network-based design for semantic analysis of small clusters of bi-polar online reviews," SocArXiv v7u3h, Center for Open Science.
  59. Ben Weidmann & Luke Miratrix, 2021. "Lurking Inferential Monsters? Quantifying Selection Bias In Evaluations Of School Programs," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(3), pages 964-986, June.
  60. Asankha Pallegedara, 2018. "Impacts of chronic non-communicable diseases on households’ out-of-pocket healthcare expenditures in Sri Lanka," International Journal of Health Economics and Management, Springer, vol. 18(3), pages 301-319, September.
  61. repec:plo:pone00:0240005 is not listed on IDEAS
  62. Tenglong Li & Kenneth A. Frank, 2020. "The probability of a robust inference for internal validity and its applications in regression models," Papers 2005.12784, arXiv.org.
  63. Haixia Liu & Zhongliang Zhou & Xiaojing Fan & Jiu Wang & Hongwei Sun & Chi Shen & Xiangming Zhai, 2020. "The Influence of Left-Behind Experience on College Students’ Mental Health: A Cross-Sectional Comparative Study," IJERPH, MDPI, vol. 17(5), pages 1-15, February.
  64. Yoshito Takasaki, 2019. "Disability and Poverty: Landmine Amputees in Cambodia," CIRJE F-Series CIRJE-F-1118, CIRJE, Faculty of Economics, University of Tokyo.
  65. Oliver Tiemann & Jonas Schreyögg, 2012. "Changes in hospital efficiency after privatization," Health Care Management Science, Springer, vol. 15(4), pages 310-326, December.
  66. Arndt Reichert, 2012. "Obesity, Weight Loss, and Employment Prospects – Evidence from a Randomized Trial," Ruhr Economic Papers 0381, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  67. Kellie Ottoboni & Jason Poulos, 2019. "Estimating population average treatment effects from experiments with noncompliance," Papers 1901.02991, arXiv.org, revised Aug 2020.
  68. Mehmet Ugur & Eshref Trushin, 2023. "Information asymmetry, risk aversion and R&D subsidies: effect-size heterogeneity and policy conundrums," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(8), pages 1190-1215, November.
  69. Patrick Christian Feihle & Jochen Lawrenz, 2017. "The Issuance of German SME Bonds and its Impact on Operating Performance," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 227-259, August.
  70. Ottoboni Kellie N. & Poulos Jason V., 2020. "Estimating population average treatment effects from experiments with noncompliance," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 108-130, January.
  71. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
  72. Ahmadiani, Mona & Ferreira, Susana, 2021. "Well-being effects of extreme weather events in the United States," Resource and Energy Economics, Elsevier, vol. 64(C).
  73. Jasjeet Singh Sekhon & Richard D. Grieve, 2012. "A matching method for improving covariate balance in cost‐effectiveness analyses," Health Economics, John Wiley & Sons, Ltd., vol. 21(6), pages 695-714, June.
  74. Geraldo, Pablo, 2024. "Credible causal inference beyond toy models," SocArXiv x4526, Center for Open Science.
  75. Clara Bicalho & Adam Bouyamourn & Thad Dunning, 2022. "Conditional Balance Tests: Increasing Sensitivity and Specificity With Prognostic Covariates," Papers 2205.10478, arXiv.org.
  76. Elizabeth A. Stuart & Anna Rhodes, 2017. "Generalizing Treatment Effect Estimates From Sample to Population: A Case Study in the Difficulties of Finding Sufficient Data," Evaluation Review, , vol. 41(4), pages 357-388, August.
  77. Nicole E. Pashley & Luke W. Miratrix, 2021. "Insights on Variance Estimation for Blocked and Matched Pairs Designs," Journal of Educational and Behavioral Statistics, , vol. 46(3), pages 271-296, June.
  78. Solomon Asfaw & Silvio Daidone & Benjamin Davis & Josh Dewbre & Alessandro Romeo & Paul Winters & Katia Covarrubias & Habiba Djebbari, 2012. "Analytical Framework for Evaluating the Productive Impact of Cash Transfer Programmes on Household Behaviour – Methodological Guidelines for the From Protection to Production Project," Working Papers 101, International Policy Centre for Inclusive Growth.
  79. Qiu, Yueming & Kahn, Matthew E., 2019. "Impact of voluntary green certification on building energy performance," Energy Economics, Elsevier, vol. 80(C), pages 461-475.
  80. Marco Caliendo & Stefan Tübbicke, 2020. "New evidence on long-term effects of start-up subsidies: matching estimates and their robustness," Empirical Economics, Springer, vol. 59(4), pages 1605-1631, October.
  81. Peter Van der Windt & Macartan Humphreys, 2016. "Crowdseeding in Eastern Congo," Journal of Conflict Resolution, Peace Science Society (International), vol. 60(4), pages 748-781, June.
  82. Melody Y Huang & Harsh Parikh, 2024. "Towards Generalizing Inferences from Trials to Target Populations," Papers 2402.17042, arXiv.org, revised May 2024.
  83. repec:osf:socarx:v7u3h_v1 is not listed on IDEAS
  84. Elizabeth Tipton & Kelly Hallberg & Larry V. Hedges & Wendy Chan, 2017. "Implications of Small Samples for Generalization: Adjustments and Rules of Thumb," Evaluation Review, , vol. 41(5), pages 472-505, October.
  85. Michael Stoto & Michael Oakes & Elizabeth Stuart & Lucy Savitz & Elisa L. Priest & Jelena Zurovac, "undated". "Analytical Methods for a Learning Health System: 1. Framing the Research Question," Mathematica Policy Research Reports 83067603bf87438494078f75b, Mathematica Policy Research.
  86. Tingting Zhou & Michael R. Elliott & Roderick J. A. Little, 2022. "Addressing Disparities in the Propensity Score Distributions for Treatment Comparisons from Observational Studies," Stats, MDPI, vol. 5(4), pages 1-17, December.
  87. Jason J. Sauppe & Sheldon H. Jacobson, 2017. "The role of covariate balance in observational studies," Naval Research Logistics (NRL), John Wiley & Sons, vol. 64(4), pages 323-344, June.
  88. Eliana V. Jimenez & Richard P.C. Brown, 2008. "Assessing the poverty impacts of remittances with alternative counterfactual income estimates," Discussion Papers Series 375, School of Economics, University of Queensland, Australia.
  89. Mareike Heimeshoff & Jonas Schreyögg & Oliver Tiemann, 2014. "Employment effects of hospital privatization in Germany," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(7), pages 747-757, September.
  90. Tim Hahn & Nils R Winter & Christine Anderl & Karolien Notebaert & Alina Marie Wuttke & Celina Chantal Clément & Sabine Windmann, 2017. "Facial width-to-height ratio differs by social rank across organizations, countries, and value systems," PLOS ONE, Public Library of Science, vol. 12(11), pages 1-14, November.
  91. Hao Zhang & Eddy van Doorslaer & Ling Xu & Yaoguang Zhang & Joris van de Klundert, 2019. "Can a results‐based bottom‐up reform improve health system performance? Evidence from the rural health project in China," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1204-1219, October.
  92. repec:zbw:rwirep:0381 is not listed on IDEAS
  93. Wagner, Laura & Pinto, Catarina & Amorim, Pedro, 2021. "On the Value of Subscription Models for Online Grocery Retail," European Journal of Operational Research, Elsevier, vol. 294(3), pages 874-894.
  94. Tian Heong Chan & Francis de Véricourt & Omar Besbes, 2019. "Contracting in Medical Equipment Maintenance Services: An Empirical Investigation," Management Science, INFORMS, vol. 65(3), pages 1136-1150, March.
  95. Alejandro Noriega & Alex Pentland, 2020. "Representativity and Networked Interference in Data-Rich Field Experiments: A Large-Scale RCT in Rural Mexico," The World Bank Economic Review, World Bank, vol. 34(Supplemen), pages 35-39.
  96. Srhoj, Stjepan & Walde, Janette, 2020. "Getting ready for EU Single Market: The effect of export-oriented grant schemes on firm performance," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 279-293.
  97. Shen, Chung-Hua & Wu, Meng-Wen & Chen, Ting-Hsuan & Fang, Hao, 2016. "To engage or not to engage in corporate social responsibility: Empirical evidence from global banking sector," Economic Modelling, Elsevier, vol. 55(C), pages 207-225.
  98. Tenglong Li & Kenneth A. Frank & Mingming Chen, 2024. "A Conceptual Framework for Quantifying the Robustness of a Regression-Based Causal Inference in Observational Study," Mathematics, MDPI, vol. 12(3), pages 1-14, January.
  99. Esterling, Kevin M. & Brady, David & Schwitzgebel, Eric, 2023. "The Necessity of Construct and External Validity for Generalized Causal Claims," I4R Discussion Paper Series 18, The Institute for Replication (I4R).
  100. Liu, Jianhui & Kassas, Bachir & Lai, John & Fang, Di & Nayga, Rodolfo M., 2025. "Assessing consumers’ valuation for Front-of-Package ‘Health’ labeling under FDA guidelines," Food Policy, Elsevier, vol. 131(C).
  101. Tebkieta Alexandra Tapsoba, 2017. "Poverty, disasters and remittances: do remittances and past disasters influence households’ resilience?," Working Papers halshs-01512716, HAL.
  102. Radice Rosalba & Ramsahai Roland & Grieve Richard & Kreif Noemi & Sadique Zia & Sekhon Jasjeet S., 2012. "Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach," The International Journal of Biostatistics, De Gruyter, vol. 8(1), pages 1-45, August.
  103. Gourieroux, C. & Monfort, A., 2021. "Model risk management: Valuation and governance of pseudo-models," Econometrics and Statistics, Elsevier, vol. 17(C), pages 1-22.
  104. 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.
  105. Jason J. Sauppe & Sheldon H. Jacobson & Edward C. Sewell, 2014. "Complexity and Approximation Results for the Balance Optimization Subset Selection Model for Causal Inference in Observational Studies," INFORMS Journal on Computing, INFORMS, vol. 26(3), pages 547-566, August.
  106. Victoria Fan, Anup Karan, and Anjay Mahal, 2012. "State Health Insurance and Out-of-Pocket Health Expenditures in Andhra Pradesh, India - Working Paper 298," Working Papers 298, Center for Global Development.
  107. Jochen Kluve & Hilmar Schneider & Arne Uhlendorff & Zhong Zhao, 2012. "Evaluating continuous training programmes by using the generalized propensity score," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(2), pages 587-617, April.
  108. repec:osf:socarx:rjshu_v1 is not listed on IDEAS
  109. Mohammed Alyakoob & Mohammad S. Rahman & Zaiyan Wei, 2021. "Where You Live Matters: Local Bank Competition, Online Marketplace Lending, and Disparity in Borrower Benefits," Information Systems Research, INFORMS, vol. 32(4), pages 1390-1411, December.
  110. Schwartz, Jacob & Song, Kyungchul, 2024. "The law of large numbers for large stable matchings," Journal of Econometrics, Elsevier, vol. 241(1).
  111. Slotwinski, Michaela & Stutzer, Alois & Gorinas, Cédric, 2017. "Democratic Involvement and Immigrants' Compliance with the Law," IZA Discussion Papers 10550, Institute of Labor Economics (IZA).
  112. Arnaud Chevalier, 2014. "Does Higher Education Quality Matter in the UK?," Research in Labor Economics, in: Factors Affecting Worker Well-being: The Impact of Change in the Labor Market, volume 40, pages 257-292, Emerald Group Publishing Limited.
  113. Gregory N. Price & Chris W. Surprenant, 2022. "The Treatment Effect of Business Education on the Supply of High School Entrepreneurs in Atlanta and New Orleans," The American Economist, Sage Publications, vol. 67(1), pages 85-98, March.
  114. Luca Zanin & Rosalba Radice & Giampiero Marra, 2013. "Estimating the Effect of Perceived Risk of Crime on Social Trust in the Presence of Endogeneity Bias," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 523-547, November.
  115. Kirk Bansak, 2021. "Estimating causal moderation effects with randomized treatments and non‐randomized moderators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(1), pages 65-86, January.
  116. Silvio Daidone & Sudhanshu Handa & Benjamin Davis & Mike Park & Robert D. Osei & Isaac Osei-Akoto, 2015. "Social Networks and Risk Management in Ghana’s Livelihood Empowerment Against Poverty Programme," Papers inwopa781, Innocenti Working Papers.
  117. Noah Buckley & Timothy Frye & Scott Gehlbach & Lauren McCarthy, 2012. "Cooperating with the State: Evidence from Survey Experiments on Policing in Mosscow," HSE Working papers WP BRP 09/PS/2012, National Research University Higher School of Economics.
  118. David G. Lugo‐Palacios & Patrick Bidulka & Stephen O’Neill & Orlagh Carroll & Anirban Basu & Amanda Adler & Karla DíazOrdaz & Andrew Briggs & Richard Grieve, 2025. "Going beyond randomised controlled trials to assess treatment effect heterogeneity across target populations," Health Economics, John Wiley & Sons, Ltd., vol. 34(1), pages 85-104, January.
  119. N. Barban & X. de Luna & E. Lundholm & I. Svensson & F. C. Billari, 2020. "Causal Effects of the Timing of Life-course Events: Age at Retirement and Subsequent Health," Sociological Methods & Research, , vol. 49(1), pages 216-249, February.
  120. Juraj Bodik, 2024. "Extreme Treatment Effect: Extrapolating Dose-Response Function into Extreme Treatment Domain," Mathematics, MDPI, vol. 12(10), pages 1-36, May.
  121. James B. Kau & Lu Fang & Henry J. Munneke, 2019. "An Unintended Consequence of Mortgage Financing Regulation – a Racial Disparity," The Journal of Real Estate Finance and Economics, Springer, vol. 59(4), pages 549-588, November.
  122. Anderson, Brian S, 2018. "Endogeneity and Entrepreneurship Research," OSF Preprints 75tn8, Center for Open Science.
  123. Quan Zhou & Philip A Ernst & Kari Lock Morgan & Donald B Rubin & Anru Zhang, 2018. "Sequential rerandomization," Biometrika, Biometrika Trust, vol. 105(3), pages 745-752.
  124. Tenglong Li & Kenneth A. Frank, 2019. "On the probability of a causal inference is robust for internal validity," Papers 1906.08726, arXiv.org.
  125. Gomes, M & Grieve, R, 2011. "Estimating the Effects of Friendship Networks on Health Behaviors of Adolescents," Health, Econometrics and Data Group (HEDG) Working Papers 11/14, HEDG, c/o Department of Economics, University of York.
  126. Wang-Sheng Lee, 2013. "Propensity score matching and variations on the balancing test," Empirical Economics, Springer, vol. 44(1), pages 47-80, February.
  127. Kazuhiko Yokota & Kyosuke Kurita & Shujiro Urata, 2016. "In Search of the Learning-by-Exporting Effect: Role of Economies of Scale and Technology," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 5(01), pages 1-27, June.
  128. Blair, Graeme & Cooper, Jasper & Coppock, Alexander & Humphreys, Macartan, 2019. "Declaring and Diagnosing Research Designs," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 113(3), pages 838-859.
  129. Richard Aviles-Lopez & Juan de Dios Luna del Castillo & Miguel Ángel Montero-Alonso, 2023. "Exploratory Matching Model Search Algorithm (EMMSA) for Causal Analysis: Application to the Cardboard Industry," Mathematics, MDPI, vol. 11(21), pages 1-34, October.
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