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New Evidence on the Finite Sample Properties of Propensity Score Reweighting and Matching Estimators

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Cited by:

  1. 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.
  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. Heiler, Phillip & Kazak, Ekaterina, 2021. "Valid inference for treatment effect parameters under irregular identification and many extreme propensity scores," Journal of Econometrics, Elsevier, vol. 222(2), pages 1083-1108.
  4. Calluzzo, Paul & Wang, Wei & Wu, Serena, 2021. "SEC scrutiny shopping," Journal of Corporate Finance, Elsevier, vol. 67(C).
  5. Wunsch, Conny & Strobl, Renate, 2018. "Identification of causal mechanisms based on between-subject double randomization designs," CEPR Discussion Papers 13028, C.E.P.R. Discussion Papers.
  6. Franziska Zimmert, 2023. "Early child care and the employment potential of mothers: evidence from semi-parametric difference-in-differences estimation," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-22, December.
  7. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," Labour Economics, Elsevier, vol. 79(C).
  8. Chowdhury, Hasibul & Hodgson, Allan & Hasan, Mostafa Monzur, 2022. "Does a competitive external labour market affect corporate social responsibility? Evidence from industry tournament incentives," Journal of Behavioral and Experimental Finance, Elsevier, vol. 33(C).
  9. Pereira, Leila & Pucci, Rafael & Soares, Rodrigo R., 2024. "Landing on Water: Air Interdiction, Drug-Trafficking Displacement, and Violence in the Brazilian Amazon," IZA Discussion Papers 17425, Institute of Labor Economics (IZA).
  10. Caliendo, Marco & Tübbicke, Stefan, 2019. "Do Start-Up Subsidies for the Unemployed Affect Participants' Well-Being? A Rigorous Look at (Un-)Intended Consequences of Labor Market Policies," IZA Discussion Papers 12755, Institute of Labor Economics (IZA).
  11. Arlan Brucal, Inessa Love, Beata Javorcik, 2018. "Energy savings through foreign acquisitions? Evidence from Indonesian manufacturing plants," GRI Working Papers 289, Grantham Research Institute on Climate Change and the Environment.
  12. Turner, Alex J. & Fichera, Eleonora & Sutton, Matt, 2021. "The effects of in-utero exposure to influenza on mental health and mortality risk throughout the life-course," Economics & Human Biology, Elsevier, vol. 43(C).
  13. Chlond, Bettina & Gavard, Claire & Jeuck, Lisa, 2021. "Supporting residential energy conservation under constrained public budget: Cost-effectiveness and redistribution analysis of public financial schemes in France," ZEW Discussion Papers 21-056, ZEW - Leibniz Centre for European Economic Research.
  14. Stiebale, Joel & Vencappa, Dev, 2018. "Acquisitions, markups, efficiency, and product quality: Evidence from India," Journal of International Economics, Elsevier, vol. 112(C), pages 70-87.
  15. 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.
  16. Michael Lechner & Anthony Strittmatter, 2019. "Practical procedures to deal with common support problems in matching estimation," Econometric Reviews, Taylor & Francis Journals, vol. 38(2), pages 193-207, February.
  17. Strittmatter, Anthony & Wunsch, Conny, 2021. "The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?," Working papers 2021/05, Faculty of Business and Economics - University of Basel.
  18. Toru Kitagawa & Chris Muris, 2013. "Covariate selection and model averaging in semiparametric estimation of treatment effects," CeMMAP working papers 61/13, Institute for Fiscal Studies.
  19. Matteo Picchio, 2023. "Microchipped bags and waste sorting," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 25(1), pages 1-30, January.
  20. Terzi, Alessio, 2020. "Macroeconomic adjustment in the euro area," European Economic Review, Elsevier, vol. 128(C).
  21. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
  22. Andrea Albanese & Bart Cockx & Yannick Thuy, 2020. "Working time reductions at the end of the career: Do they prolong the time spent in employment?," Empirical Economics, Springer, vol. 59(1), pages 99-141, July.
  23. Bernhard Schmidpeter, 2015. "The Fatal Consequences of Grief," Economics working papers 2015-06, Department of Economics, Johannes Kepler University Linz, Austria.
  24. Takeshima, Hiroyuki, 2015. "Drivers of growth in agricultural returns to scale: The hiring in of tractor services in the Terai of Nepal:," IFPRI discussion papers 1476, International Food Policy Research Institute (IFPRI).
  25. Martorano, Bruno & Metzger, Laura & Sanfilippo, Marco, 2020. "Chinese development assistance and household welfare in Sub-Saharan Africa," World Development, Elsevier, vol. 129(C).
  26. Kaitlin Anderson & Gema Zamarro & Jennifer Steele & Trey Miller, 2021. "Comparing Performance of Methods to Deal With Differential Attrition in Randomized Experimental Evaluations," Evaluation Review, , vol. 45(1-2), pages 70-104, February.
  27. Nora Bearth & Michael Lechner, 2024. "Causal Machine Learning for Moderation Effects," Papers 2401.08290, arXiv.org, revised Apr 2024.
  28. Albanese, Andrea & Cockx, Bart & Dejemeppe, Muriel, 2024. "Long-term effects of hiring subsidies for low-educated unemployed youths," Journal of Public Economics, Elsevier, vol. 235(C).
  29. Kitagawa, Toru & Muris, Chris, 2016. "Model averaging in semiparametric estimation of treatment effects," Journal of Econometrics, Elsevier, vol. 193(1), pages 271-289.
  30. Sant’Anna, Pedro H.C. & Song, Xiaojun, 2019. "Specification tests for the propensity score," Journal of Econometrics, Elsevier, vol. 210(2), pages 379-404.
  31. Gerard J. van den Berg & Johan Vikström, 2022. "Long‐Run Effects of Dynamically Assigned Treatments: A New Methodology and an Evaluation of Training Effects on Earnings," Econometrica, Econometric Society, vol. 90(3), pages 1337-1354, May.
  32. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment," DETU Working Papers 1804, Department of Economics, Temple University.
  33. Stojčić, Nebojša & Srhoj, Stjepan & Coad, Alex, 2020. "Innovation procurement as capability-building: Evaluating innovation policies in eight Central and Eastern European countries," European Economic Review, Elsevier, vol. 121(C).
  34. Garbero, Alessandra & Songsermsawas, Tisorn, 2016. "Impact of modern irrigation on household production and welfare outcomes: Evidence from the PASIDP project in Ethiopia," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235949, Agricultural and Applied Economics Association.
  35. Michael C. Knaus & Michael Lechner & Anthony Strittmatter, 2022. "Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach," Journal of Human Resources, University of Wisconsin Press, vol. 57(2), pages 597-636.
  36. Paik, Myungho & Black, Bernard & Hyman, David A., 2017. "Damage caps and defensive medicine, revisited," Journal of Health Economics, Elsevier, vol. 51(C), pages 84-97.
  37. Sloczynski, Tymon & Uysal, Derya & Wooldridge, Jeffrey M., 2022. "Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect," IZA Discussion Papers 15241, Institute of Labor Economics (IZA).
  38. Zichen Deng & Maarten Lindeboom, 2021. "Early-life Famine Exposure, Hunger Recall and Later-life Health," Tinbergen Institute Discussion Papers 21-054/V, Tinbergen Institute.
  39. Onur Bayar & Emre Kesici, 2024. "The impact of social media on venture capital financing: evidence from Twitter interactions," Review of Quantitative Finance and Accounting, Springer, vol. 62(1), pages 195-224, January.
  40. Yonas Alem & Nzinga H. Broussard, 2018. "The impact of safety nets on technology adoption: a difference†in†differences analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 49(1), pages 13-24, January.
  41. Andrea Albanese & Bart Cockx & Muriel Dejemeppe, 2022. "Long-Term Effects of Hiring Subsidies for Unemployed Youths—Beware of Spillovers," CESifo Working Paper Series 9972, CESifo.
  42. Pugatch, Todd & Thompson, Paul N., 2022. "Excellence for All? University Honors Programs and Human Capital Formation," IZA Discussion Papers 15354, Institute of Labor Economics (IZA).
  43. Zichen Deng & Maarten Lindeboom, 2021. "Early-life Famine Exposure, Hunger Recall and Later-life Health," Papers 2021-04, Centre for Health Economics, Monash University.
  44. Alexander Lammers & Felix Lukowski & Kathrin Weis, 2023. "The relationship between works councils and firms’ further training provision in times of technological change," British Journal of Industrial Relations, London School of Economics, vol. 61(2), pages 392-424, June.
  45. Plamen Nikolov & Hongjian Wang & Kevin Acker, 2020. "Wage premium of Communist Party membership: Evidence from China," Pacific Economic Review, Wiley Blackwell, vol. 25(3), pages 309-338, August.
  46. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
  47. David Córcoles & Carmen Díaz-Mora & Rosario Gandoy & Ángela Triguero, 2023. "The role of servitization in international entrepreneurship: An analysis for Spanish manufacturing firms," Journal of International Entrepreneurship, Springer, vol. 21(2), pages 214-244, June.
  48. Hsu Yu-Chin & Huber Martin & Lai Tsung-Chih, 2019. "Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-20, January.
  49. Timothy B. Armstrong & Michal Kolesár, 2021. "Finite‐Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness," Econometrica, Econometric Society, vol. 89(3), pages 1141-1177, May.
  50. Michele Campolieti, 2018. "Matching and Inverse Propensity Weighting Estimates of the Union Wage Premium: Evidence from Canada, 1997–2014," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(1), pages 101-130, January.
  51. Patel, Pankaj C. & Kim, Kyoung Yong & Devaraj, Srikant & Li, Mingxiang, 2018. "Family Ties that B(l)ind: Do Family-Owned Franchisees Have Lower Financial Performance than Nonfamily-Owned Franchisees?," Journal of Retailing, Elsevier, vol. 94(2), pages 231-245.
  52. Pierre Chausse & George Luta, 2017. "Casual Inference using Generalized Empirical Likelihood Methods," Working Papers 1707, University of Waterloo, Department of Economics, revised Dec 2017.
  53. Pedro H. C. Sant'Anna & Qi Xu, 2023. "Difference-in-Differences with Compositional Changes," Papers 2304.13925, arXiv.org.
  54. Aquilante, Tommaso & Vendrell-Herrero, Ferran, 2021. "Bundling and exporting: Evidence from German SMEs," Journal of Business Research, Elsevier, vol. 132(C), pages 32-44.
  55. Advani, Arun & Sloczynski, Tymon, 2013. "Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies," IZA Discussion Papers 7874, Institute of Labor Economics (IZA).
  56. 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.
  57. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
  58. Black, Dan A. & Joo, Joonhwi & LaLonde, Robert J. & Smith, Jeffrey A. & Taylor, Evan J., 2015. "Simple Tests for Selection Bias: Learning More from Instrumental Variables," IZA Discussion Papers 9346, Institute of Labor Economics (IZA).
  59. Ignacio García-Pérez, J. & Hidalgo-Hidalgo, Marisa, 2017. "No student left behind? Evidence from the Programme for School Guidance in Spain," Economics of Education Review, Elsevier, vol. 60(C), pages 97-111.
  60. Jiangang Liao & Charles Rohde, 2022. "Variance reduction in the inverse probability weighted estimators for the average treatment effect using the propensity score," Biometrics, The International Biometric Society, vol. 78(2), pages 660-667, June.
  61. Aaron Flaaen & Matthew D. Shapiro & Isaac Sorkin, 2019. "Reconsidering the Consequences of Worker Displacements: Firm versus Worker Perspective," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 193-227, April.
  62. Zichen Deng & Maarten Lindeboom, 2022. "Early‐life famine exposure, hunger recall, and later‐life health," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(4), pages 771-787, June.
  63. Tymon Sloczynski & S. Derya Uysal & Jeffrey M. Wooldridge & Derya Uysal, 2022. "Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect," CESifo Working Paper Series 9715, CESifo.
  64. Jacob A. Jordaan, 2023. "Firm‐level characteristics and the impact of COVID‐19: Examining the effects of foreign ownership and international trade," The World Economy, Wiley Blackwell, vol. 46(7), pages 1967-1998, July.
  65. Patrick Bennett & Richard Blundell & Kjell G. Salvanes, 2020. "A second chance? Labor market returns to adult education using school reforms," IFS Working Papers W20/28, Institute for Fiscal Studies.
  66. Vladimir Atanasov & Bernard Black, 2021. "The Trouble with Instruments: The Need for Pretreatment Balance in Shock-Based Instrumental Variable Designs," Management Science, INFORMS, vol. 67(2), pages 1270-1302, February.
  67. Alan de Brauw & Valerie Mueller & Tassew Woldehanna, 2018. "Does Internal Migration Improve Overall Well-Being in Ethiopia?," Journal of African Economies, Centre for the Study of African Economies, vol. 27(3), pages 367-367.
  68. Avi Dor & William Encinosa & Kathleen Carey, 2016. "Do Good Reports Mean Higher Prices? The Impact of Hospital Compare Ratings on Cardiac Pricing," NBER Working Papers 22858, National Bureau of Economic Research, Inc.
  69. Bernhard Schmidpeter, 2015. "The Fatal Consequences of Grief," CDL Aging, Health, Labor working papers 2015-07, The Christian Doppler (CD) Laboratory Aging, Health, and the Labor Market, Johannes Kepler University Linz, Austria.
  70. Albanese, Andrea & Gallo, Giovanni, 2020. "Buy flexible, pay more: The role of temporary contracts on wage inequality," Labour Economics, Elsevier, vol. 64(C).
  71. Valerie Mueller & Emily Schmidt & Nancy Lozano & Siobhan Murray, 2019. "Implications of Migration on Employment and Occupational Transitions in Tanzania," International Regional Science Review, , vol. 42(2), pages 181-206, March.
  72. Hugh Sharma Waddington & Paul Fenton Villar & Jeffrey C. Valentine, 2023. "Can Non-Randomised Studies of Interventions Provide Unbiased Effect Estimates? A Systematic Review of Internal Replication Studies," Evaluation Review, , vol. 47(3), pages 563-593, June.
  73. Caselli, Francesca & Wingender, Philippe, 2021. "Heterogeneous effects of fiscal rules: The Maastricht fiscal criterion and the counterfactual distribution of government deficits✰," European Economic Review, Elsevier, vol. 136(C).
  74. Necati Ertekin & Jeffrey D. Shulman & Haipeng (Allan) Chen, 2019. "On the Profitability of Stacked Discounts: Identifying Revenue and Cost Effects of Discount Framing," Marketing Science, INFORMS, vol. 38(2), pages 317-342, March.
  75. Berg Claudia & Emran Shahe & Shilpi Forhad, 2020. "Microfinance and Moneylenders: Long-run Effects of MFIs on Informal Credit Market in Bangladesh," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 20(3), pages 1-35, July.
  76. Kyung In Hwang, 2022. "The pro‐competitive effects of foreign firm entry: Evidence from the Korean retail sector," The World Economy, Wiley Blackwell, vol. 45(5), pages 1587-1613, May.
  77. Takeshima, Hiroyuki, 2017. "The roles of agroclimatic similarity and returns on scale in the demand for mechanization: Insights from northern Nigeria," IFPRI discussion papers 1692, International Food Policy Research Institute (IFPRI).
  78. D’Amour, Alexander & Ding, Peng & Feller, Avi & Lei, Lihua & Sekhon, Jasjeet, 2021. "Overlap in observational studies with high-dimensional covariates," Journal of Econometrics, Elsevier, vol. 221(2), pages 644-654.
  79. Francesco Pastore & Allan Webster, 2017. "Is the gender pay gap in the us just the result of gender segregation at work?," BAFES Working Papers BAFES08, Department of Accounting, Finance & Economic, Bournemouth University.
  80. Hannah Holmes & Katsushi Imai, 2019. "Fair trade and wellbeing improvements - evidence from Sri Lanka," Global Development Institute Working Paper Series 402019, GDI, The University of Manchester.
  81. Chowdhury, Hasibul & Rahman, Shofiqur, 2023. "Do tournament incentives affect corporate dividend policy?," Journal of Banking & Finance, Elsevier, vol. 152(C).
  82. Deng, Zichen & Lindeboom, Maarten, 2021. "Early-Life Famine Exposure, Hunger Recall and Later-Life Health," IZA Discussion Papers 14487, Institute of Labor Economics (IZA).
  83. 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.
  84. Ivan T. Kandilov & Mitch Renkow, 2020. "The Impacts Of The Usda Broadband Loan And Grant Programs: Moving Toward Estimating A Rate Of Return," Economic Inquiry, Western Economic Association International, vol. 58(3), pages 1129-1145, July.
  85. Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2022. "Covariate distribution balance via propensity scores," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1093-1120, September.
  86. Marianna Battaglia & Marisa Hidalgo-Hidalgo, 2020. "Non-Cognitive Skills and Remedial Education: Good News for Girls," Working Papers 20.10, Universidad Pablo de Olavide, Department of Economics.
  87. Andrea ALBANESE & Bart COCKX, 2015. "Permanent Wage Cost Subsidies for Older Workers. An Effective Tool for Increasing Working Time and Postponing Early Retirement?," LIDAM Discussion Papers IRES 2015006, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  88. 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.
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  90. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
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  93. Hugo Bodory & Martin Huber & Michael Lechner, 2024. "The Finite Sample Performance of Instrumental Variable-Based Estimators of the Local Average Treatment Effect When Controlling for Covariates," Computational Economics, Springer;Society for Computational Economics, vol. 64(4), pages 2053-2078, October.
  94. Adeola Oyenubi, 2020. "A note on Covariate Balancing Propensity Score and Instrument-like variables," Economics Bulletin, AccessEcon, vol. 40(1), pages 202-209.
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