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Sensitivity of Propensity Score Methods to the Specifications

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Cited by:

  1. Deng, Xiangzheng & Huang, Jikun & Uchida, Emi & Rozelle, Scott & Gibson, John, 2011. "Pressure cookers or pressure valves: Do roads lead to deforestation in China?," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 79-94, January.
  2. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
  3. Jerzy Michalek & Pavel Ciaian & D'Artis Kancs, 2016. "Investment Crowding Out: Firm-Level Evidence from Northern Germany," Regional Studies, Taylor & Francis Journals, vol. 50(9), pages 1579-1594, September.
  4. Khudri, Md Mohsan & Hussey, Andrew, 2024. "Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning," IZA Discussion Papers 17080, Institute of Labor Economics (IZA).
  5. Federico Biagi & Daniele Bondonio & Alberto Martini, 2015. "Counterfactual Impact Evaluation of Enterprise Support Programmes. Evidence from a Decade of Subsidies to Italian Firm," ERSA conference papers ersa15p1619, European Regional Science Association.
  6. Phuong Nguyen-Hoang, 2012. "Fiscal effects of budget referendums: evidence from New York school districts," Public Choice, Springer, vol. 150(1), pages 77-95, January.
  7. Elisa Montaguti & Scott A. Neslin & Sara Valentini, 2016. "Can Marketing Campaigns Induce Multichannel Buying and More Profitable Customers? A Field Experiment," Marketing Science, INFORMS, vol. 35(2), pages 201-217, March.
  8. Ulf Rinne & Arne Uhlendorff & Zhong Zhao, 2013. "Vouchers and caseworkers in training programs for the unemployed," Empirical Economics, Springer, vol. 45(3), pages 1089-1127, December.
  9. Mario Liebensteiner, 2014. "Estimating the Income Gain of Seasonal Labor Migration," Review of Development Economics, Wiley Blackwell, vol. 18(4), pages 667-680, November.
  10. Pierfederico Asdrubali & Simone Signore, 2015. "The Economic Impact of EU Guarantees on Credit to SMEs Evidence from CESEE Countries," European Economy - Discussion Papers 002, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
  11. Apps, Patricia & Mendolia, Silvia & Walker, Ian, 2013. "The impact of pre-school on adolescents’ outcomes: Evidence from a recent English cohort," Economics of Education Review, Elsevier, vol. 37(C), pages 183-199.
  12. 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.
  13. Koh, Kanghyock, 2017. "Maternal breastfeeding and children's cognitive development," Social Science & Medicine, Elsevier, vol. 187(C), pages 101-108.
  14. Escudero, Verónica & López Mourelo, Elva & Pignatti, Clemente, 2020. "Joint provision of income and employment support: Evidence from a crisis response in Uruguay," World Development, Elsevier, vol. 134(C).
  15. Holger Bonin & Ulf Rinne, 2014. "‘Beautiful Serbia’ - objective and subjective outcomes of active labour market policy in a transition economy," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 22(1), pages 43-67, January.
  16. Gerhard Krug, 2017. "Augmenting propensity score equations to avoid misspecification bias – Evidence from a Monte Carlo simulation [Erweiterung der Propensity Score Gleichung zur Vermeidung von Fehlspezifikationen? Ein," AStA Wirtschafts- und Sozialstatistisches Archiv, Springer;Deutsche Statistische Gesellschaft - German Statistical Society, vol. 11(3), pages 205-231, December.
  17. 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.
  18. Nguyen Viet, Cuong, 2012. "Selection of Control Variables in Propensity Score Matching: Evidence from a Simulation Study," MPRA Paper 36377, University Library of Munich, Germany.
  19. Egana-delSol, Pablo & Contreras, Dante & Valenzuela, Juan Pablo, 2019. "The impact of art-education on human Capital: An empirical assessment of a youth orchestra," International Journal of Educational Development, Elsevier, vol. 71(C).
  20. Sergio Longobardi & Patrizia Falzetti & Margherita Maria Pagliuca, 2018. "Quis custiodet ipsos custodes? How to detect and correct teacher cheating in Italian student data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 27(3), pages 515-543, August.
  21. Steven Lehrer & Gregory Kordas, 2013. "Matching using semiparametric propensity scores," Empirical Economics, Springer, vol. 44(1), pages 13-45, February.
  22. Ulf Rinne & Marc Schneider & Arne Uhlendorff, 2011. "Do the skilled and prime-aged unemployed benefit more from training? Effect heterogeneity of public training programmes in Germany," Applied Economics, Taylor & Francis Journals, vol. 43(25), pages 3465-3494.
  23. Murathi Kiratu, Nixon, 2014. "An Assessment of the Impact of Kilimo Plus Subsidy Program on Smallholder Farmers' Food Security and Income in Nakuru North District, Kenya," Research Theses 243470, Collaborative Masters Program in Agricultural and Applied Economics.
  24. Martin Huber, 2011. "Testing for covariate balance using quantile regression and resampling methods," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(12), pages 2881-2899, February.
  25. Elsayed, Mahmoud A.A., 2016. "The Impact of Education Tax Benefits on College Completion," Economics of Education Review, Elsevier, vol. 53(C), pages 16-30.
  26. Richard J. Butler & Barbara L. Wilson & William G. Johnson, 2012. "A modified measure of health care disparities applied to birth weight disparities and subsequent mortality," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 113-126, February.
  27. 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).
  28. Wang-Sheng Lee, 2013. "Propensity score matching and variations on the balancing test," Empirical Economics, Springer, vol. 44(1), pages 47-80, February.
  29. Janet Currie & Erdal Tekin, 2006. "Does Child Abuse Cause Crime?," NBER Working Papers 12171, National Bureau of Economic Research, Inc.
  30. Jia, Xiangping, 2009. "Synergistic Green and White Revolution: Evidence from Kenya and Uganda," 2009 Conference, August 16-22, 2009, Beijing, China 51367, International Association of Agricultural Economists.
  31. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2010. "How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score," IZA Discussion Papers 5268, Institute of Labor Economics (IZA).
  32. Cobb-Clark Deborah A. & Harmon Colm & Staneva Anita, 2021. "The bilingual gap in children's language, emotional, and pro-social development," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-41, January.
  33. Arpino, Bruno & Mealli, Fabrizia, 2011. "The specification of the propensity score in multilevel observational studies," Computational Statistics & Data Analysis, Elsevier, vol. 55(4), pages 1770-1780, April.
  34. Mary Beth Walker & Erdal Tekin & Sally Wallace, 2009. "Teen Smoking and Birth Outcomes," Southern Economic Journal, John Wiley & Sons, vol. 75(3), pages 892-907, January.
  35. Khundi, Fydess & Jagger, Pamela & Shively, Gerald & Sserunkuuma, Dick, 2011. "Income, poverty and charcoal production in Uganda," Forest Policy and Economics, Elsevier, vol. 13(3), pages 199-205, March.
  36. J. Ignacio Gimenez-Nadal & José Alberto Molina, 2016. "Commuting Time And Household Responsibilities: Evidence Using Propensity Score Matching," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 332-359, March.
  37. Jerzy Michalek & Pavel Ciaian & Jan Pokrivcak, 2018. "The impact of producer organisations on farm performance: A case study of large farms in Slovakia," JRC Research Reports JRC108059, Joint Research Centre.
  38. Wang-Ly, Nathan & Newell, Ben R., 2022. "Allowing early access to retirement savings: Lessons from Australia," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 716-733.
  39. Dettmann, Eva & Becker, Claudia & Schmeißer, Christian, 2010. "Is there a Superior Distance Function for Matching in Small Samples?," IWH Discussion Papers 3/2010, Halle Institute for Economic Research (IWH).
  40. 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.
  41. Madhur Bhatia & Rachita Gulati, 2022. "Are boards ‘substitute’ or ‘complement’ dividend payout? Econometric evidence for Indian banks," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 51(2), July.
  42. Borra, Cristina & Iacovou, Maria & Sevilla, Almudena, 2012. "The effect of breastfeeding on children's cognitive and noncognitive development," Labour Economics, Elsevier, vol. 19(4), pages 496-515.
  43. Gerardo Esquivel Hernández & Juan Luis Ordaz-Díaz, 2008. "¿Es la política social una causa de la informalidad en México?," Ensayos Revista de Economia, Universidad Autonoma de Nuevo Leon, Facultad de Economia, vol. 0(1), pages 1-32, May.
  44. 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.
  45. Cuong Viet Nguyen, 2016. "Impacts of rural road on household welfare in Vietnam: Evidence from a replication study," Economics Discussion Papers 2016-40, Kiel Institute for the World Economy (IfW Kiel).
  46. Jonathan N. Katz & Gabriel Katz, 2010. "Correcting for Survey Misreports Using Auxiliary Information with an Application to Estimating Turnout," American Journal of Political Science, John Wiley & Sons, vol. 54(3), pages 815-835, July.
  47. Ardakani, Omid & Kishor, Kundan & Song, Suyong, 2015. "On the Effectiveness of Inflation Targeting: Evidence from a Semiparametric Approach," MPRA Paper 75091, University Library of Munich, Germany.
  48. Cristina Borra & Almudena Sevilla & Jonathan Gershuny, 2013. "Calibrating Time-Use Estimates for the British Household Panel Survey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(3), pages 1211-1224, December.
  49. Michael Lechner & Blaise Melly, 2007. "Earnings Effects of Training Programs," University of St. Gallen Department of Economics working paper series 2007 2007-28, Department of Economics, University of St. Gallen.
  50. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
  51. Ardakani, Omid M. & Kishor, N. Kundan & Song, Suyong, 2018. "Re-evaluating the effectiveness of inflation targeting," Journal of Economic Dynamics and Control, Elsevier, vol. 90(C), pages 76-97.
  52. K. C. Culver & Nicholas A. Bowman, 2020. "Is What Glitters Really Gold? A Quasi-Experimental Study of First-Year Seminars and College Student Success," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(2), pages 167-196, March.
  53. Cantner, Uwe & Grashof, Nils & Grebel, Thomas & Zhang, Xijie, 2023. "When Excellence is not Excellent: The Impact of the Excellence Initiative on the Relative Productivity of German Universities," MPRA Paper 118139, University Library of Munich, Germany.
  54. Jaime Thomas & Sarah A. Avellar & John Deke & Philip Gleason, 2017. "Matched Comparison Group Design Standards in Systematic Reviews of Early Childhood Interventions," Evaluation Review, , vol. 41(3), pages 240-279, June.
  55. Dante Contreras & Pablo Egaña & Juan Pablo Valenzuela, 2010. "Efectos de las actividades artísticas en el desarrollo de habilidades cognitivas y no cognitivas en estudiantes vulnerables: El caso de la orquesta de Curanilahue," Working Papers wp325, University of Chile, Department of Economics.
  56. D. Mark Anderson, 2013. "The Impact Of Hiv Education On Behavior Among Youths: A Propensity Score Matching Approach," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 503-527, July.
  57. Matthias Bannert & David Iselin, 2015. "Ask Your Doctor or Pharmacist! On the Effect of Self-Dispensing Physicians on Pharmaceutical Coverage," KOF Working papers 15-387, KOF Swiss Economic Institute, ETH Zurich.
  58. Bayeh, Antonio & Bitar, Mohammad & Burlacu, Radu & Walker, Thomas, 2021. "Competition, securitization, and efficiency in US banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 553-576.
  59. Bruno Arpino & Arnstein Aassve, 2013. "Estimating the causal effect of fertility on economic wellbeing: data requirements, identifying assumptions and estimation methods," Empirical Economics, Springer, vol. 44(1), pages 355-385, February.
  60. Millimet, Daniel L. & Tchernis, Rusty, 2009. "On the Specification of Propensity Scores, With Applications to the Analysis of Trade Policies," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(3), pages 397-415.
  61. Michalek, Jerzy & Ciaian, Pavel & Pokrivcak, Jan, 2018. "The impact of producer organizations on farm performance: The case study of large farms from Slovakia☆," Food Policy, Elsevier, vol. 75(C), pages 80-92.
  62. Takeshima, Hiroyuki & Adeoti, Adetola I. & Popoola, Oluwafemi Adebola, 2016. "The impact on farm household welfare of large irrigation dams and their distribution across hydrological basins: Insights from northern Nigeria:," NSSP working papers 35, International Food Policy Research Institute (IFPRI).
  63. repec:lic:licosd:37015 is not listed on IDEAS
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