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Bias-Corrected Matching Estimators for Average Treatment Effects

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  1. Reint Gropp & Thomas Mosk & Steven Ongena & Carlo Wix, 2019. "Banks Response to Higher Capital Requirements: Evidence from a Quasi-Natural Experiment," Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 266-299.
  2. John A Maluccio & Tia Palermo & Suneetha Kadiyala & Rahul Rawat, 2015. "Improving Health-Related Quality of Life among People Living with HIV: Results from an Impact Evaluation of a Food Assistance Program in Uganda," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-17, August.
  3. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
  4. Sumit Agarwal & Jia He & Tien Foo Sing & Jian Zhang, 2018. "Gender Gap in Personal Bankruptcy Risks: Empirical Evidence from Singapore [Large sample properties of matching estimators for average treatment effects]," Review of Finance, European Finance Association, vol. 22(2), pages 813-847.
  5. Alasdair Brown & Fuyu Yang, 2017. "The Role of Speculative Trade in Market Efficiency: Evidence from a Betting Exchange," Review of Finance, European Finance Association, vol. 21(2), pages 583-603.
  6. Charles Angelucci & Julia Cage & Michael Sinkinson, 2020. "Media Competition and News Diets," Sciences Po publications 2020-03, Sciences Po.
  7. De Cesari, Amedeo & Gonenc, Halit & Ozkan, Neslihan, 2016. "The effects of corporate acquisitions on CEO compensation and CEO turnover of family firms," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 294-317.
  8. Hsien-Yi Chen & Sheng-Syan Chen, 2023. "Can credit default swaps exert an enduring monitoring influence on political integrity?," Review of Quantitative Finance and Accounting, Springer, vol. 60(2), pages 445-469, February.
  9. Kok, Christoffer & Müller, Carola & Ongena, Steven & Pancaro, Cosimo, 2023. "The disciplining effect of supervisory scrutiny in the EU-wide stress test," Journal of Financial Intermediation, Elsevier, vol. 53(C).
  10. Eli Ben‐Michael & Avi Feller & Jesse Rothstein, 2022. "Synthetic controls with staggered adoption," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 351-381, April.
  11. Gehring, Kai & Kauffeldt, T. Florian & Vadlamannati, Krishna Chaitanya, 2019. "Crime, incentives and political effort: Evidence from India," European Journal of Political Economy, Elsevier, vol. 59(C), pages 1-20.
  12. Crain, Nicholas & Parrino, Robert & Srinivasan, Raji, 2021. "Uncertainty, prospectus content, and the pricing of initial public offerings," Journal of Empirical Finance, Elsevier, vol. 64(C), pages 160-182.
  13. Mora-Rivera, Jorge & Cerón-Monroy, Hazael & García-Mora, Fernando, 2019. "The impact of remittances on domestic tourism in Mexico," Annals of Tourism Research, Elsevier, vol. 76(C), pages 36-52.
  14. María José Ibáñez & Felipe Vásquez Lavin & Roberto D. Ponce Oliva, 2023. "Female Underperformance Hypothesis Revisited: Methodological Review and Empirical Testing," SAGE Open, , vol. 13(4), pages 21582440231, December.
  15. Richard Friberg & Mark Sanctuary, 2017. "The Effect of Retail Distribution on Sales of Alcoholic Beverages," Marketing Science, INFORMS, vol. 36(4), pages 626-641, July.
  16. Dougal, Casey & Gao, Pengjie & Mayew, William J. & Parsons, Christopher A., 2019. "What’s in a (school) name? Racial discrimination in higher education bond markets," Journal of Financial Economics, Elsevier, vol. 134(3), pages 570-590.
  17. Yoichi Arai & Hidehiko Ichimura, 2018. "Simultaneous selection of optimal bandwidths for the sharp regression discontinuity estimator," Quantitative Economics, Econometric Society, vol. 9(1), pages 441-482, March.
  18. Koch, Nicolas & Basse Mama, Houdou, 2019. "Does the EU Emissions Trading System induce investment leakage? Evidence from German multinational firms," Energy Economics, Elsevier, vol. 81(C), pages 479-492.
  19. Yu, Zhen & Li, Yuankun & Xie, Xubin, 2021. "Long-term trade impact of epidemic outbreaks: Is it V-shaped?," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 16-40.
  20. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, Institute of Labor Economics (IZA).
  21. Petri Böckerman & Alex Bryson & Pekka Ilmakunnas, 2013. "Does high involvement management lead to higher pay?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(4), pages 861-885, October.
  22. Arceo-Gomez, Eva O. & Campos-Vazquez, Raymundo M. & Esquivel, Gerardo & Alcaraz, Eduardo & Martinez, Luis A. & Lopez, Norma G., 2023. "The impact of COVID-19 infection on labor outcomes of Mexican formal workers," World Development Perspectives, Elsevier, vol. 29(C).
  23. Kenneth Fortson & Natalya Verbitsky-Savitz & Emma Kopa & Philip Gleason, 2012. "Using an Experimental Evaluation of Charter Schools to Test Whether Nonexperimental Comparison Group Methods Can Replicate Experimental Impact Estimates," Mathematica Policy Research Reports 27f871b5b7b94f3a80278a593, Mathematica Policy Research.
  24. De los Santos, Babur & Kim, In Kyung & Lubensky, Dmitry, 2018. "Do MSRPs decrease prices?," International Journal of Industrial Organization, Elsevier, vol. 59(C), pages 429-457.
    • Babur De los Santos & In Kyung Kim & Dmitry Lubensky, 2013. "Do MSRPs Decrease Prices?," Working Papers 2013-13, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
  25. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  26. Taneli Mäkinen & Fan Li & Andrea Mercatanti & Andrea Silvestrini, 2020. "Effects of eligibility for central bank purchases on corporate bond spreads," Temi di discussione (Economic working papers) 1300, Bank of Italy, Economic Research and International Relations Area.
  27. Nikita Jacob & Luke Munford & Nigel Rice & Jennifer Roberts, 2021. "Does commuting mode choice impact health?," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 207-230, February.
  28. Athey, Susan & Imbens, Guido W., 2019. "Machine Learning Methods Economists Should Know About," Research Papers 3776, Stanford University, Graduate School of Business.
  29. Gomez-Biscarri, Javier & López-Espinosa, Germán & Mesa-Toro, Andrés, 2021. "The risk implications of the business loan activity in credit unions," Journal of Financial Stability, Elsevier, vol. 56(C).
  30. Götze, Tobias & Gürtler, Marc, 2020. "Risk transfer and moral hazard: An examination on the market for insurance-linked securities," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 758-777.
  31. Shahhosseini, Mehrnoush, 2022. "Capital requirements and banks’ behavior: Evidence from bank stress tests," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 240-262.
  32. Tatyana Deryugina & Alexander MacKay & Julian Reif, 2020. "The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 86-114, January.
  33. Hua, Guiru & Zhou, Shuli & Zhang, Shiyun & Wang, Junqiu, 2020. "Industry policy, investor sentiment, and cross-industry capital flow: Evidence from Chinese listed companies’ cross-industry M&As," Research in International Business and Finance, Elsevier, vol. 53(C).
  34. Jiaming Zeng & Michael F. Gensheimer & Daniel L. Rubin & Susan Athey & Ross D. Shachter, 2022. "Uncovering interpretable potential confounders in electronic medical records," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  35. Wencui Han & Xunyi Wang & Mehmet Eren Ahsen & Sunil Wattal, 2022. "The Societal Impact of Sharing Economy Platform Self-Regulations—An Empirical Investigation," Information Systems Research, INFORMS, vol. 33(4), pages 1303-1323, December.
  36. Merrouche, Ouarda & Karam, Philippe & Turk, Rima & Souissi, Moez, 2014. "The Transmission of Liquidity Shocks: Evidence from Credit Rating Downgrades," CEPR Discussion Papers 10252, C.E.P.R. Discussion Papers.
  37. Laurent Gobillon & Thierry Magnac, 2016. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 535-551, July.
  38. Lina Cardona-Sosa & Leonardo Morales, 2015. "Efectos laborales de los servicios de cuidado infantil: evidencia del programa Buen Comienzo," Borradores de Economia 12787, Banco de la Republica.
  39. Miranda, Juan José & Corral, Leonardo & Blackman, Allen & Asner, Gregory & Lima, Eirivelthon, 2016. "Effects of Protected Areas on Forest Cover Change and Local Communities: Evidence from the Peruvian Amazon," World Development, Elsevier, vol. 78(C), pages 288-307.
  40. Hyejin Cho, 2020. "Sustainable Tax Behavior of MNEs: Effect of International Tax Law Reform," Sustainability, MDPI, vol. 12(18), pages 1-13, September.
  41. Anastasiya Shamshur & Laurent Weill, 2023. "Bank Risk and Firm Investment: Evidence from Firm-Level Data," Journal of Financial Services Research, Springer;Western Finance Association, vol. 63(1), pages 1-34, February.
  42. Grau, Nicolas & Hojman, Daniel & Mizala, Alejandra, 2018. "School closure and educational attainment: Evidence from a market-based system," Economics of Education Review, Elsevier, vol. 65(C), pages 1-17.
  43. Otchere, Isaac & Senbet, Lemma W. & Zhu, Pengcheng, 2020. "Does political connection distort competition and encourage corporate risk taking? International evidence," Journal of Empirical Finance, Elsevier, vol. 55(C), pages 21-42.
  44. Saleem Bahaj & Ricardo Reis, 2022. "Central Bank Swap Lines: Evidence on the Effects of the Lender of Last Resort [Bias-Corrected Matching Estimators for Average Treatment Effects]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(4), pages 1654-1693.
  45. Walke, Adam G. & Fullerton, Thomas M. & Tokle, Robert J., 2018. "Risk-based loan pricing consequences for credit unions," Journal of Empirical Finance, Elsevier, vol. 47(C), pages 105-119.
  46. Markku Kaustia & Samuli Knüpfer & Sami Torstila, 2016. "Stock Ownership and Political Behavior: Evidence from Demutualizations," Management Science, INFORMS, vol. 62(4), pages 945-963, April.
  47. Martin Biewen & Bernd Fitzenberger & Aderonke Osikominu & Marie Paul, 2014. "The Effectiveness of Public-Sponsored Training Revisited: The Importance of Data and Methodological Choices," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 837-897.
  48. Patricio Aroca & Juan Gabriel Brida & Juan Sebastián Pereyra & Serena Volo, 2014. "Tourism statistics: correcting data inadequacy using coarsened exact matching," BEMPS - Bozen Economics & Management Paper Series BEMPS22, Faculty of Economics and Management at the Free University of Bozen.
  49. Cortés, D & Robayo, M. A., 2023. "Efecto de las tutorías sobre el rendimiento académico: evidencia de estudiantes de economía," Documentos de Trabajo 20781, Universidad del Rosario.
  50. Liu, Angela Xia & Xie, Ying & Zhang, Jurui, 2019. "It's Not Just What You Say, But How You Say It: The Effect of Language Style Matching on Perceived Quality of Consumer Reviews," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 70-86.
  51. Tan, Ruipeng & Tang, Di & Lin, Boqiang, 2018. "Policy impact of new energy vehicles promotion on air quality in Chinese cities," Energy Policy, Elsevier, vol. 118(C), pages 33-40.
  52. Alex Proshin & Lise Rochaix & Adrian Rohit Dass & Audrey Laporte, 2020. "Impact of Quality-based Procedures on orthopedic care quantity and quality in Ontario Hospitals," PSE Working Papers halshs-02872219, HAL.
  53. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2011. "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls," Papers 1201.0224, arXiv.org, revised May 2012.
  54. Graf, Nikolaus & Hofer, Helmut & Winter-Ebmer, Rudolf, 2011. "Labor supply effects of a subsidized old-age part-time scheme in Austria," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 44(3), pages 217-229.
  55. Ghadir Asadi & Mohammad H. Mostafavi-Dehzooei, 2022. "The Role of Learning in Adaptation to Technology: The Case of Groundwater Extraction," Sustainability, MDPI, vol. 14(12), pages 1-37, June.
  56. Rijal, Binish & Khanna, Neha, 2017. "High Priority Violations and Intra-firm Pollution Substitution," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258493, Agricultural and Applied Economics Association.
  57. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
  58. Mano, Yukichi & 真野, 裕吉 & Suzuki, Aya & 鈴木, 綾, 2013. "Industrial Development through Takeovers and Exits: the Case of the Cut Flower Exporters in Ethiopia," Discussion Papers 2013-05, Graduate School of Economics, Hitotsubashi University.
  59. Kevin Haninger & Lala Ma & Christopher Timmins, 2017. "The Value of Brownfield Remediation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(1), pages 197-241.
  60. Caballero, Julián, 2021. "Corporate dollar debt and depreciations: All’s well that ends well?," Journal of Banking & Finance, Elsevier, vol. 130(C).
  61. Rumokoy, Lawren J. & Neupane, Suman & Chung, Richard Y. & Vithanage, Kulunu, 2019. "Underwriter network structure and political connections in the Chinese IPO market," Pacific-Basin Finance Journal, Elsevier, vol. 54(C), pages 199-214.
  62. Jutao Zeng & Jie Lyu, 2023. "Simultaneous Decisions to Undertake Off-Farm Work and Straw Return: The Role of Cognitive Ability," Land, MDPI, vol. 12(8), pages 1-21, August.
  63. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.
  64. Martin Huber & Michael Lechner & Anthony Strittmatter, 2018. "Direct and indirect effects of training vouchers for the unemployed," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 181(2), pages 441-463, February.
  65. Baylee Smith & Angelino Viceisza, 2018. "Bite me! ABC’s Shark Tank as a path to entrepreneurship," Small Business Economics, Springer, vol. 50(3), pages 463-479, March.
  66. Maoyong Fan & Yanhong Jin, 2014. "Do Neighborhood Parks and Playgrounds Reduce Childhood Obesity?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 26-42.
  67. Blackman, Allen, 2013. "Evaluating forest conservation policies in developing countries using remote sensing data: An introduction and practical guide," Forest Policy and Economics, Elsevier, vol. 34(C), pages 1-16.
  68. 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.
  69. Alberini, Anna & Towe, Charles, 2015. "Information v. energy efficiency incentives: Evidence from residential electricity consumption in Maryland," Energy Economics, Elsevier, vol. 52(S1), pages 30-40.
  70. Talia Bar & Brendan Costello, 2017. "Patent Validity Challenges and The America Invents Act," Working papers 2017-21, University of Connecticut, Department of Economics, revised May 2018.
  71. Eduardo K. Kayo & Eduardo Ottoboni Brunaldi & Dante M. Aldrighi, 2018. "Capital Structure Adjustment in Brazilian Family Firms," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 22(1), pages 92-114.
  72. 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.
  73. Miquel-Àngel Garcia-López & Albert Solé-Ollé & Elisabet Viladecans-Marsal, 2014. "Do land use policies follow road construction?," Working Papers 2014/2, Institut d'Economia de Barcelona (IEB).
  74. Jonathon Adams‐Kane & Julián A. Caballero & Jamus Jerome Lim, 2017. "Foreign Bank Behavior during Financial Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(2-3), pages 351-392, March.
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  77. Tymon Słoczyński, 2015. "The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(4), pages 588-604, August.
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  83. Mikhail Mamonov & Anna Pestova & Steven Ongena, 2023. "'Crime and Punishment'? How Banks Anticipate and Propagate Global Financial Sanctions," Swiss Finance Institute Research Paper Series 23-59, Swiss Finance Institute.
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