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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. 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).
  2. 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).
  3. 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.
  4. 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.
  5. Kitagawa, Toru & Muris, Chris, 2016. "Model averaging in semiparametric estimation of treatment effects," Journal of Econometrics, Elsevier, vol. 193(1), pages 271-289.
  6. 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.
  7. 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.
  8. Zichen Deng & Maarten Lindeboom, 2021. "Early-life Famine Exposure, Hunger Recall and Later-life Health," Tinbergen Institute Discussion Papers 21-054/V, Tinbergen Institute.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. Deng, Zichen & Lindeboom, Maarten, 2021. "Early-Life Famine Exposure, Hunger Recall and Later-Life Health," IZA Discussion Papers 14487, Institute of Labor Economics (IZA).
  18. 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.
  19. 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.
  20. 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.
  21. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
  22. Marlon R. Tracey & Solomon W. Polachek, 2020. "Heterogeneous Layoff Effects of the US Short‐Time Compensation Program," LABOUR, CEIS, vol. 34(4), pages 399-426, December.
  23. 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.
  24. Mullally, Conner & Maffioli, Alessandro, 2014. "The Impact of Agricultural Extension for Improved Management Practices: An Evaluation of the Uruguayan Livestock Program," IDB Publications (Working Papers) 4776, Inter-American Development Bank.
  25. Arun Advani & Toru Kitagawa & Tymon Słoczyński, 2019. "Mostly harmless simulations? Using Monte Carlo studies for estimator selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(6), pages 893-910, September.
  26. 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.
  27. Taisuke Otsu & Yoshiyasu Rai, 2017. "Bootstrap Inference of Matching Estimators for Average Treatment Effects," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(520), pages 1720-1732, October.
  28. Parro, Francisco & Pohl, R. Vincent, 2018. "Health Shocks, Human Capital, and Labor Market Outcomes," MPRA Paper 87238, University Library of Munich, Germany.
  29. 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.
  30. Hsu, Po-Hsuan & Huang, Peng & Humphery-Jenner, Mark & Powell, Ronan, 2021. "Cross-border mergers and acquisitions for innovation," Journal of International Money and Finance, Elsevier, vol. 112(C).
  31. Albanese, Andrea & Nieto, Adrián & Tatsiramos, Konstantinos, 2022. "Job Location Decisions and the Effect of Children on the Employment Gender Gap," GLO Discussion Paper Series 1113, Global Labor Organization (GLO).
  32. Marco Caliendo & Robert Mahlstedt & Gerard J. van den Berg & Johan Vikström, 2023. "Side effects of labor market policies," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(2), pages 339-375, April.
  33. Bettina Chlond & Claire Gavard & Lisa Jeuck, 2023. "How to Support Residential Energy Conservation Cost-Effectively? An analysis of Public Financial Schemes in France," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(1), pages 29-63, May.
  34. Stiebale, Joel, 2016. "Cross-border M&As and innovative activity of acquiring and target firms," Journal of International Economics, Elsevier, vol. 99(C), pages 1-15.
  35. 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.
  36. Azam, Mehtabul, 2023. "Health Effects of Fuel Transitions in India: Evidence from Panel Data," IZA Discussion Papers 15852, Institute of Labor Economics (IZA).
  37. Gustavo Canavire-Bacarreza & Luis Castro Peñarrieta & Darwin Ugarte Ontiveros, 2021. "Outliers in Semi-Parametric Estimation of Treatment Effects," Econometrics, MDPI, vol. 9(2), pages 1-32, April.
  38. Faggio, Giulia, 2019. "Relocation of public sector workers: Evaluating a place-based policy," Journal of Urban Economics, Elsevier, vol. 111(C), pages 53-75.
  39. 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).
  40. 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 –.
  41. Chen, Joyce & Kosec, Katrina & Mueller, Valerie, 2019. "Moving to despair? Migration and well-being in Pakistan," World Development, Elsevier, vol. 113(C), pages 186-203.
  42. 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.
  43. 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.
  44. Bai, Yang & Wang, Ryan Yang & Jayakar, Krishna, 2022. "What $2.5 billion can buy: The effect of the Broadband Initiatives Program on farm productivity," Telecommunications Policy, Elsevier, vol. 46(7).
  45. Susan Chen & Le Wang, 2021. "SNAP participation, diet quality, and obesity: robust evidence with estimation techniques without external instrumental variables," Empirical Economics, Springer, vol. 61(3), pages 1641-1667, September.
  46. 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.
  47. Fredrik Andersson & Harry J. Holzer & Julia I. Lane & David Rosenblum & Jeffrey Smith, 2013. "Does Federally-Funded Job Training Work? Nonexperimental Estimates of WIA Training Impacts Using Longitudinal Data on Workers and Firms," NBER Working Papers 19446, National Bureau of Economic Research, Inc.
  48. 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.
  49. 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.
  50. 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.
  51. Robert Fornango & Gina M. Tignini & Cindy Strickland & Rochelle Malinoff & Michael Lichter & Ravee Nithianandam & Nikhil Nagaraj & Bin Gu & Jason Martindale & Sunny Bateman & Julia Lewis & Malissa Moj, "undated". "Partnership for Patients: Interim Evaluation Report," Mathematica Policy Research Reports cf63df5c161d4896a3f7302a3, Mathematica Policy Research.
  52. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute of Labor Economics (IZA).
  53. Tohari, Achmad & Parsons, Christopher & Rammohan, Anu, 2017. "Targeting Poverty under Complementarities: Evidence from Indonesia's Unified Targeting System," IZA Discussion Papers 10968, Institute of Labor Economics (IZA).
  54. Nadine Levratto & Aurelien Quignon, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," Working Papers halshs-03466903, HAL.
  55. Emmler, Julian & Fitzenberger, Bernd, 2020. "The role of unemployment and job change when estimating the returns to migration," IAB-Discussion Paper 202037, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  56. 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.
  57. Takeshima, Hiroyuki & Hatzenbuehler, Patrick L. & Edeh, Hyacinth O., 2020. "Effects of agricultural mechanization on economies of scope in crop production in Nigeria," Agricultural Systems, Elsevier, vol. 177(C).
  58. Humphery-Jenner, Mark & Lisic, Ling Lei & Nanda, Vikram & Silveri, Sabatino Dino, 2016. "Executive overconfidence and compensation structure," Journal of Financial Economics, Elsevier, vol. 119(3), pages 533-558.
  59. Avi Dor & William Encinosa & Kathleen Carey, 2020. "Hospital performance standards and medical pricing: The impact of information disclosure in cardiac care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(3), pages 492-515, July.
  60. 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.
  61. Sant’Anna, Pedro H.C. & Song, Xiaojun, 2019. "Specification tests for the propensity score," Journal of Econometrics, Elsevier, vol. 210(2), pages 379-404.
  62. Rahman, Shofiqur & Chowdhury, Hasibul, 2023. "Tournament-based incentives and the lease-versus-buy decision," Journal of Banking & Finance, Elsevier, vol. 148(C).
  63. Darius Palia, 2016. "Differential Access to Capital from Financial Institutions by Minority Entrepreneurs," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 13(4), pages 756-785, December.
  64. 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).
  65. 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).
  66. Albanese, Andrea & Gallo, Giovanni, 2020. "Buy flexible, pay more: The role of temporary contracts on wage inequality," Labour Economics, Elsevier, vol. 64(C).
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  69. Terzi, Alessio, 2020. "Macroeconomic adjustment in the euro area," European Economic Review, Elsevier, vol. 128(C).
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