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Citations for "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score"

by Keisuke Hirano & Guido W. Imbens & Geert Ridder

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Cited by (explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.):
  1. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, . "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Working Papers 0716, University of Miami, Department of Economics. [Downloadable!]
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  2. Philip de Jong & Maarten Lindeboom & Bas van der Klaauw, 2006. "Screening Disability Insurance Applications," IZA Discussion Papers 1981, Institute for the Study of Labor (IZA). [Downloadable!]
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  3. Millimet, Daniel L. & Tchernis, Rusty, 2008. "Minimizing Bias in Selection on Observables Estimators When Unconfoundness Fails," IZA Discussion Papers 3632, Institute for the Study of Labor (IZA). [Downloadable!]
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  4. Marianne Bitler & Jonah Gelbach & Hilary Hoynes, 2003. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," NBER Working Papers 10121, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  5. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  6. Hiroyuki Kasahara & Katsumi Shimotsu, 2006. "Nonparametric Identification and Estimation of Finite Mixture Models of Dynamic Discrete Choices," UWO Department of Economics Working Papers 20065, University of Western Ontario, Department of Economics. [Downloadable!]
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  7. Andrew Chesher & Erich Battistin, 2004. "The Impact of Measurement Error on Evaluation Methods Based on Strong Ignorability," Econometric Society 2004 North American Summer Meetings 339, Econometric Society. [Downloadable!]
  8. Asadul Islam Author-X-Name-Asadul, 2008. "Who Benefits From Microfinance? The Impact Evaluation Of Large Scale Programs In Bangladesh," Monash Economics Working Papers 29/08, Monash University, Department of Economics. [Downloadable!]
  9. Giovanni Forchini & Grant Hillier, 2005. "Ill-conditioned problems, Fisher information and weak instruments," CeMMAP working papers CWP04/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
  10. Michael Lechner & Blaise Melly, 2007. "Earnings Effects of Training Programs," IZA Discussion Papers 2926, Institute for the Study of Labor (IZA). [Downloadable!]
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  11. Gernandt, Johannes & Maier, Michael & Pfeiffer, Friedhelm & Rat-Wirtzler, Julie, 2006. "Distributional effects of the high school degree in Germany," ZEW Discussion Papers 06-88, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research. [Downloadable!]
  12. Ulrike Malmendier & Geoffrey Tate, 2008. "Superstar CEOs," NBER Working Papers 14140, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  13. Flores, Carlos A. & Flores-Lagunes, Alfonso, 2009. "Identification and Estimation of Causal Mechanisms and Net Effects of a Treatment under Unconfoundedness," IZA Discussion Papers 4237, Institute for the Study of Labor (IZA). [Downloadable!]
  14. Deininger, Klaus & Liu, Yanyan, 2009. "Economic and social impacts of self-help groups in India," Policy Research Working Paper Series 4884, The World Bank. [Downloadable!]
  15. Susan Athey & Guido Imbens, 2003. "Identification and Inference in Nonlinear Difference-in-Differences Models," Levine's Bibliography 506439000000000079, UCLA Department of Economics. [Downloadable!]
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  16. Alberto Abadie & Guido W. Imbens, 2009. "Matching on the Estimated Propensity Score," NBER Working Papers 15301, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  17. Thierry Magnac & Eric Maurin, 2003. "Identification & Information in Monotone Binary Models," Research Unit Working Papers 0309, Laboratoire d'Economie Appliquee, INRA. [Downloadable!]
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  18. Arthur Lewbel & Susanne M. Schennach, 2003. "A Simple Ordered Data Estimator For Inverse Density Weighted Functions," Boston College Working Papers in Economics 557, Boston College Department of Economics, revised 01 May 2005. [Downloadable!]
  19. Anirban Basu & Daniel Polsky & Willard G. Manning, 2008. "Use of Propensity Scores in Non-Linear Response Models: The Case for Health Care Expenditures," NBER Working Papers 14086, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  20. Arthur Lewbel, 2003. "Estimation of Average Treatment Effects With Misclassification," Boston College Working Papers in Economics 556, Boston College Department of Economics, revised 04 Sep 2006. [Downloadable!]
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  21. Jochen Kluve & Boris Augurzky, 2005. "Assessing the performance of matching algorithms when selection into treatment is strong," RWI Discussion Papers 0021, Rheinisch-Westfälisches Institut für Wirtschaftsforschung. [Downloadable!]
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  22. Busso, Matias & Kline, Patrick, 2008. "Do Local Economic Development Programs Work? Evidence from the Federal Empowerment Zone Program," Working Papers 36, Yale University, Department of Economics. [Downloadable!]
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  23. Daniel Egel & Bryan S. Graham & Cristine Campos de Xavier Pinto, 2008. "Inverse Probability Tilting and Missing Data Problems," NBER Working Papers 13981, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  24. Carlos A. Flores, . "Estimation of Dose-Response Functions and Optimal Doses with a Continuous Treatment," Working Papers 0707, University of Miami, Department of Economics. [Downloadable!]
  25. Daniel Millimet & Rusty Tchernis, 2006. "On the Specification of Propensity Scores: with an Application to the WTO-Environment Debate," Caepr Working Papers 2006-013, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington. [Downloadable!]
  26. Raaum, Oddbjørn & Torp, Hege & Zhang, Tao, 2003. "Do individual programme effects exceed the costs? Norwegian evidence on long run effects of labour market training," Memorandum 15/2002, Oslo University, Department of Economics. [Downloadable!]
  27. Heckman, James J. & Todd, Petra E., 2009. "A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples," IZA Discussion Papers 4304, Institute for the Study of Labor (IZA). [Downloadable!]
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  28. Søren Leth-Petersen & Gabriel Pons Rotger, 2008. "Long-term Labour Market Performance of Whiplash Claimants," CAM Working Papers 2008-01, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics. [Downloadable!]
  29. Arthur Lewbel, 2000. "Endogenous Selection Or Treatment Model Estimation," Boston College Working Papers in Economics 462, Boston College Department of Economics, revised 13 Jun 2007. [Downloadable!]
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  30. Mu, Ren & van de Walle, Dominique, 2007. "Rural roads and poor area development in Vietnam," Policy Research Working Paper Series 4340, The World Bank. [Downloadable!]
  31. Kyungchul Song, 2009. "Efficient Estimation of Average Treatment Effects under Treatment-Based Sampling," PIER Working Paper Archive 09-011, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
  32. Patricia M. Danzon & Andrew Epstein & Sean Nicholson, 2007. "Mergers and acquisitions in the pharmaceutical and biotech industries," Health Economics, John Wiley & Sons, Ltd., vol. 28(4-5), pages 307-328. [Downloadable!]
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  33. Artem Prokhorov & Peter Schmidt, 2008. "GMM Redundancy Results for General Missing Data Problems," Working Papers 08003, Concordia University, Department of Economics. [Downloadable!]
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  34. Deininger, Klaus & Liu, Yanyan, 2008. "Economic and Social Impacts of Self-Help Groups in India," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6482, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  35. Inkmann, Joachim, 2005. "Inverse probability weighted generalised empirical likelihood estimators : firm size and R&D revisited," Discussion Paper 131, Tilburg University, Center for Economic Research. [Downloadable!]
  36. Christopher Blattman, 2006. "The Consequences of Child Soldiering," HiCN Working Papers 22, Households in Conflict Network. [Downloadable!]
  37. Kyungchul Song, 2007. "Testing Conditional Independence via Rosenblatt Transforms," PIER Working Paper Archive 07-026, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
  38. Philippe Askenazy & Eve Caroli, 2006. "Innovative work practices, information technologies and working conditions: evidence for France," EconomiX Working Papers 2006-2, University of Paris West - Nanterre la Défense, EconomiX. [Downloadable!]
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  39. Galasso, Emanuela & Umapathi, Nithin, 2007. "Improving nutritional status through behavioral change : lessons from Madagascar," Policy Research Working Paper Series 4424, The World Bank. [Downloadable!]
  40. Hidehiko Ichimura & Oliver Linton, 2003. "Asymptotic Expansions for Some Semiparametric Program Evaluation Estimators," STICERD - Econometrics Paper Series /2003/451, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE. [Downloadable!]
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  41. Guido W. Imbens & Whitney Newey & Geert Ridder, 2005. "Mean-square-error Calculations for Average Treatment Effects," IEPR Working Papers 05.34, Institute of Economic Policy Research (IEPR). [Downloadable!]
  42. Khandker, Shahidur R. & Barnes, Douglas F. & Samad, Hussain A., 2009. "Welfare impacts of rural electrification : a case study from Bangladesh," Policy Research Working Paper Series 4859, The World Bank. [Downloadable!]
  43. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  44. John C. Ham & Xianghong Li & Patricia B. Reagan, 2005. "Propensity score matching, a distance-based measure of migration, and the wage growth of young men," Staff Reports 212, Federal Reserve Bank of New York. [Downloadable!]
  45. Magnac, Thierry & Maurin, Eric, 2003. "Identification and Information in Monotone Binary Models," IDEI Working Papers 180, Institut d'Économie Industrielle (IDEI), Toulouse, revised Oct 2004. [Downloadable!]
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  46. Orazio Attanasio & Erich Battistin & Hidehiko Ichimura, 2004. "What Really Happened to Consumption Inequality in the US?," NBER Working Papers 10338, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  47. Kyungchul Song, 2009. "Two-Step Extremum Estimation with Estimated Single-Indices," PIER Working Paper Archive 09-012, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
  48. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program," NBER Working Papers 11939, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  49. Alessandro Tarozzi, 2004. "Calculating Comparable Statistics from Incomparable Surveys, with an Application to Poverty in India," Econometric Society 2004 North American Winter Meetings 280, Econometric Society. [Downloadable!]
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  50. Anne Caroline Costa Resende & Ana Maria Hermeto Camilo de Oliveira, 2006. "Avaliando Resultados De Um Programa De Transferências De Renda: O Impacto Do Bolsa-Escola Sobre Os Gastos Das Famílias Brasileiras," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 155, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics]. [Downloadable!]
  51. Joseph G. Altonji & Prashant Bharadwaj & Fabian Lange, 2008. "Changes in the Characteristics of American Youth: Implications for Adult Outcomes," NBER Working Papers 13883, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  52. Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean, 2008. "Adaptive Experimental Design Using the Propensity Score," MPRA Paper 8315, University Library of Munich, Germany. [Downloadable!]
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  53. Barragan, Luis, 2006. "¿Cuánto es el premio al salario por pertenecer a un sindicato en el Ecuador?: Un análisis usando Propensity Score Matching
    [How much it is the prize to the wage to belong to a union in Ecuador?:    ," MPRA Paper 3947, University Library of Munich, Germany. [Downloadable!]
  54. Martin Huber, 2009. "Treatment evaluation in the presence of sample selection," University of St. Gallen Department of Economics working paper series 2009 2009-07, Department of Economics, University of St. Gallen. [Downloadable!]
  55. repec:ese:iserwp: is not listed on IDEAS
  56. Bernardo Lara & Alejandra Mizala & Andrea Repetto, 2009. "Revisiting the School Choice Debate in Chile," Documentos de Trabajo 263, Centro de Economía Aplicada, Universidad de Chile. [Downloadable!]
  57. Aviv Nevo, 2001. "Using Weights to Adjust for Sample Selection When Auxiliary Information is Available," NBER Technical Working Papers 0275, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  58. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2006. "Using State Administrative Data to Measure Program Performance," Working Papers 0702, Department of Economics, University of Missouri. [Downloadable!]
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  59. Jixian Wang & Peter T. Donnan, 2002. "Adjusting for missing record linkage in outcome studies," Journal of Applied Statistics, Taylor and Francis Journals, vol. 29(6), pages 873-884, August. [Downloadable!] (restricted)
  60. Sergio Firpo, 2004. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometric Society 2004 North American Summer Meetings 605, Econometric Society. [Downloadable!]
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  61. Lechner, Michael, 2004. "Sequential Matching Estimation of Dynamic Causal Models," IZA Discussion Papers 1042, Institute for the Study of Labor (IZA). [Downloadable!]
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  62. Labonne, Julien & Chase, Robert S., 2008. "So you want to quit smoking : have you tried a mobile phone ?," Policy Research Working Paper Series 4657, The World Bank. [Downloadable!]
  63. Giuseppe Porro & Stefano Maria Iacus, 2009. "Random Recursive Partitioning: a matching method for the estimation of the average treatment effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(1), pages 163-185. [Downloadable!]
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  64. Debopam Bhattacharya & Pascaline Dupas, 2008. "Inferring Welfare Maximizing Treatment Assignment under Budget Constraints," NBER Working Papers 14447, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  65. Victor Chernozhukov & Ivan Fernandez-Val & Blaise Melly, 2009. "Inference on counterfactual distributions," CeMMAP working papers CWP09/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
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  66. Zhong Zhao, 2005. "Sensitivity of Propensity Score Methods to the Specifications," IZA Discussion Papers 1873, Institute for the Study of Labor (IZA). [Downloadable!]
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  67. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," Working Papers 2004_3, York University, Department of Economics. [Downloadable!]
  68. Islam, Asadul & Choe, Chongwoo, 2009. "Child Labour and Schooling Responses to Access to Microcredit in Rural Bangladesh," MPRA Paper 16842, University Library of Munich, Germany. [Downloadable!]
  69. van de Walle, Dominique & Ren Mu, 2007. "Fungibility and the flypaper effect of project aid : micro-evidence for Vietnam," Policy Research Working Paper Series 4133, The World Bank. [Downloadable!]
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  70. Toby Stuart & Soojin Yim, 2008. "Board Interlocks and the Propensity to be Targeted in Private Equity Transactions," NBER Working Papers 14189, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  71. Wolfgang Haerdle & Oliver Linton & Qihua Wang, 2003. "Semiparametric Regression Analysis under Imputation for Missing Response Data," STICERD - Econometrics Paper Series /2003/454, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE. [Downloadable!]
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  72. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," IEPR Working Papers 05.13, Institute of Economic Policy Research (IEPR). [Downloadable!]
  73. Raaum, Oddbjørn & Torp, Hege & Zhang, Tao, 2003. "Business cycles and the impact of labour market programmes," Memorandum 14/2002, Oslo University, Department of Economics. [Downloadable!]
  74. Christopher Blattman, 2008. "From Violence to Voting: War and political participation in Uganda," HiCN Working Papers 42, Households in Conflict Network. [Downloadable!]
  75. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition and stratification," CeMMAP working papers CWP11/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
  76. Stéphane Bonhomme & Ulrich Sauder, 2009. "Accounting For Unobservables In Comparing Selective And Comprehensive Schooling," Working Papers wp2009_0906, CEMFI. [Downloadable!]
  77. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens, 2006. "Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand," IZA Discussion Papers 2347, Institute for the Study of Labor (IZA). [Downloadable!]
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  78. Jose Galdo & Jeffrey Smith & Dan Black, 2007. "Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data," IZA Discussion Papers 3095, Institute for the Study of Labor (IZA). [Downloadable!]
  79. Deininger, Klaus & Liu, Yanyan, 2009. "Longer-term economic impacts of self-help groups in india," Policy Research Working Paper Series 4886, The World Bank. [Downloadable!]
  80. Albert Saiz & Elena Zoido, 2002. "The returns to speaking a second language," Working Papers 02-16, Federal Reserve Bank of Philadelphia. [Downloadable!]
  81. Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2008. "Are there lasting impacts of aid to poor areas ? Evidence from rural China," Policy Research Working Paper Series 4084, The World Bank. [Downloadable!]
  82. Qihua Wang & Oliver Linton & Wolfgang Hardle, 2003. "Semiparametric regression analysis with missing response at random," CeMMAP working papers CWP11/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
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  83. Takahiro Hoshino & Hiroshi Kurata & Kazuo Shigemasu, 2006. "A Propensity Score Adjustment for Multiple Group Structural Equation Modeling," Psychometrika, Springer, vol. 71(4), pages 691-712, December. [Downloadable!] (restricted)
  84. Romina Cavatassi & Mario González & Paul Winters & Jorge Andrade-Piedra & Graham Thiele & Patricio Espinosa, 2009. "Linking Smallholders to the New Agricultural Economy: An Evaluation of the Plataformas Program in Ecuador," Working Papers 09-06, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA). [Downloadable!]
  85. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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This page was last updated on 2009-12-18.

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