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Citations for "Nonparametric Estimation of Sample Selection Models"

by Mitali Das & Whitney K. Newey & Francis Vella

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  1. Hugo Benítez-Silva & Debra Dwyer & Wayne-Roy Gayle & Thomas Muench, 2008. "Expectations in micro data: rationality revisited," Empirical Economics, Springer, vol. 34(2), pages 381-416, March.
  2. Muendler, Marc-Andreas, 2006. "Margins of Multinational Labor Substitution," University of California at San Diego, Economics Working Paper Series qt6b2236xm, Department of Economics, UC San Diego.
  3. Michael Lechner & Blaise Melly, 2010. "Partial Idendification of Wage Effects of Training Programs," Working Papers 2010-8, Brown University, Department of Economics.
  4. Hidehiko Ichimura & Sokbae 'Simon' Lee, 2006. "Characterization of the asymptotic distribution of semiparametric M-estimators," CeMMAP working papers CWP15/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  5. repec:dgr:uvatin:2004123 is not listed on IDEAS
  6. Carneiro, Pedro & Lee, Sokbae, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
  7. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2008. "Innovation and Productivity in SMEs: Empirical Evidence for Italy," NBER Working Papers 14594, National Bureau of Economic Research, Inc.
  8. 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.
  9. Song, Kyungchul, 2014. "Semiparametric models with single-index nuisance parameters," Journal of Econometrics, Elsevier, vol. 178(P3), pages 471-483.
  10. Tuomas Takalo & Tanja Tanayama & Otto Toivanen, 2005. "Selection Or Self-Rejection? Applications Into A Treatment," Industrial Organization 0510002, EconWPA.
  11. Bronwyn H. Hall & Raffaele Oriani, 2004. "Does the Market Value R&D Investment by European Firms? Evidence from a Panel of Manufacturing Firms in France, Germany, and Italy," NBER Working Papers 10408, National Bureau of Economic Research, Inc.
  12. Lucchetti, Riccardo & Pigini, Claudia, 2014. "A simple and effective misspecification test for the double-hurdle model," Economics Letters, Elsevier, vol. 123(1), pages 75-78.
  13. Lozinskaya, Agatha & Ozhegov, Evgeniy, 2014. "Estimation of mortgage lending credit risk," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 35(3), pages 3-17.
  14. Liang, Che-Yuan, 2012. "Nonparametric structural estimation of labor supply in the presence of censoring," Journal of Public Economics, Elsevier, vol. 96(1), pages 89-103.
  15. Albrecht, James & van Vuuren, Aico & Vroman, Susan, 2009. "Counterfactual distributions with sample selection adjustments: Econometric theory and an application to the Netherlands," Labour Economics, Elsevier, vol. 16(4), pages 383-396, August.
  16. Johansson, Fredrik, 2007. "How to Adjust for Nonignorable Nonresponse: Calibration, Heckit or FIML?," Working Paper Series 2007:22, Uppsala University, Department of Economics.
  17. Naércio Aquino Menezes-Filho & Marc-Andreas Muendler & Garey Ramey, 2008. "The Structure of Worker Compensation in Brazil, with a Comparison to France and the United States," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 324-346, May.
  18. Gary V. Engelhardt & Anil Kumar, 2006. "Employer Matching and 401(k) Saving: Evidence from the Health and Retirement Study," DNB Working Papers 079, Netherlands Central Bank, Research Department.
  19. Arabsheibani, Reza & Mussurov, Altay, 2006. "Returns to Schooling in Kazakhstan: OLS and Instrumental Variables Approach," IZA Discussion Papers 2462, Institute for the Study of Labor (IZA).
  20. Jaime Ruiz-Tagle & Francis Vella, 2010. "Borrowing Constraints and Credit Demand," Working Papers Central Bank of Chile 578, Central Bank of Chile.
  21. Cezar, Rafael, 2012. "Newtoning financial development with heterogeneous firms," Economics Papers from University Paris Dauphine 123456789/7596, Paris Dauphine University.
  22. Ding, Peng, 2014. "Bayesian robust inference of sample selection using selection-t models," Journal of Multivariate Analysis, Elsevier, vol. 124(C), pages 451-464.
  23. Blundell, Richard & Costa Dias, Monica, 2008. "Alternative Approaches to Evaluation in Empirical Microeconomics," IZA Discussion Papers 3800, Institute for the Study of Labor (IZA).
  24. Gallego, Francisco & Larrain, Borja, 2012. "CEO compensation and large shareholders: Evidence from emerging markets," Journal of Comparative Economics, Elsevier, vol. 40(4), pages 621-642.
  25. H. T. Tran & E. Santarelli, 2013. "Revisiting Italian Emigration Before the Great War: A Test of the Standard Economic Model," Working Papers wp909, Dipartimento Scienze Economiche, Universita' di Bologna.
  26. Giuseppe Migali & Ian Walker, 2011. "Estimates of the causal effects of education on earnings over the lifecycle with cohort effects and endogenous education," Working Papers 2248796, Lancaster University Management School, Economics Department.
  27. Frölich, Markus & Huber, Martin, 2014. "Treatment evaluation with multiple outcome periods under endogeneity and attrition," Economics Working Paper Series 1404, University of St. Gallen, School of Economics and Political Science.
  28. Hanson, Gordon H. & Xiang, Chong, 2013. "Exporting Christianity: Governance and doctrine in the globalization of US denominations," Journal of International Economics, Elsevier, vol. 91(2), pages 301-320.
  29. Anzelika Zaiceva, 2006. "Self-Selection and the Returns to Geographic Mobility: What Can Be Learned from the German Reunification "Experiment"," Discussion Papers of DIW Berlin 580, DIW Berlin, German Institute for Economic Research.
  30. Hidehiko Ichimura & Daiji Kawaguchi & Satoshi Shimizutani, 2006. "Analysis of the Survey Response Behavior: An experience from a pilot survey of the health and living status of the 50s and beyond in Japan," Discussion papers 06035, Research Institute of Economy, Trade and Industry (RIETI).
  31. Schwiebert, Jörg, 2012. "Analyzing the Composition of the Female Workforce - A Semiparametric Copula Approach," Hannover Economic Papers (HEP) dp-503, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
  32. Daniel S. Hamermesh & Stephen G. Donald, 2004. "The Effect of College Curriculum on Earnings: Accounting for Non-Ignorable Non-Response Bias," NBER Working Papers 10809, National Bureau of Economic Research, Inc.
  33. Albrecht, James & van Vuuren, Aico & Vroman, Susan, 2004. "Decomposing the Gender Wage Gap in the Netherlands with Sample Selection Adjustments," IZA Discussion Papers 1400, Institute for the Study of Labor (IZA).
  34. Huber, Martin & Mellace, Giovanni, 2011. "Testing instrument validity in sample selection models," Economics Working Paper Series 1145, University of St. Gallen, School of Economics and Political Science.
  35. Ying-Ying Lee, 2014. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Economics Series Working Papers 706, University of Oxford, Department of Economics.
  36. Xavier D'Haultfoeuille & Arnaud Maurel & Yichong Zhang, 2014. "Extremal Quantile Regressions for Selection Models and the Black-White Wage Gap," NBER Working Papers 20257, National Bureau of Economic Research, Inc.
  37. Enkelejda Havari & Franco Peracchi, 2014. "Growing up in wartime - Evidence from the era of two world wars," EIEF Working Papers Series 1405, Einaudi Institute for Economics and Finance (EIEF), revised Sep 2014.
  38. Juan Carlos Escanciano & David Jacho-Chavez & Arthur Lewbel, 2010. "Uniform Convergence of Weighted Sums of Non- and Semi-parametric Residuals for Estimation and Testing," Boston College Working Papers in Economics 756, Boston College Department of Economics, revised 31 Jan 2012.
  39. Harrison, Glenn W. & Lau, Morten I. & Elisabet Rutström, E., 2009. "Risk attitudes, randomization to treatment, and self-selection into experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 498-507, June.
  40. Patrik Guggenberger & Richard Smith, 2005. "Generalized empirical likelihood tests in time series models with potential identification failure," CeMMAP working papers CWP01/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  41. Giuseppe De Luca & Franco Peracchi, 2010. "Estimating Engel curves under unit and item nonresponse," EIEF Working Papers Series 1004, Einaudi Institute for Economics and Finance (EIEF), revised Nov 2010.
  42. Tuomo Suhonen & Jaakko Pehkonen & Hannu Tervo, 2011. "Spatial variation in the development of the return to university education in Finland, 1970-2004," ERSA conference papers ersa10p1351, European Regional Science Association.
  43. Engelhardt, Gary V. & Kumar, Anil, 2009. "The elasticity of intertemporal substitution: New evidence from 401(k) participation," Economics Letters, Elsevier, vol. 103(1), pages 15-17, April.
  44. Blundell, Richard & Powell, James L., 2007. "Censored regression quantiles with endogenous regressors," Journal of Econometrics, Elsevier, vol. 141(1), pages 65-83, November.
  45. Gurgand, Marc & Margolis, David N., 2005. "Does Work Pay in France? Monetary Incentives and the Guaranteed Minimum Income," IZA Discussion Papers 1467, Institute for the Study of Labor (IZA).
  46. Dakshina G De Silva & Timothy Dunne & Georgia Kosmopoulou & Carlos Lamarche, 2011. "Disadvantaged business enterprise goals in government procurement contracting: an analysis of bidding behavior and costs," Working Paper 1102, Federal Reserve Bank of Cleveland.
  47. Hasebe, Takuya & Vijverberg, Wim P., 2012. "A Flexible Sample Selection Model: A GTL-Copula Approach," IZA Discussion Papers 7003, Institute for the Study of Labor (IZA).
  48. 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.
  49. Lechner, Michael & Melly, Blaise, 2007. "Earnings Effects of Training Programs," IZA Discussion Papers 2926, Institute for the Study of Labor (IZA).
  50. Justin McCrary & Heather Royer, 2006. "The Effect of Female Education on Fertility and Infant Health: Evidence from School Entry Policies Using Exact Date of Birth," NBER Working Papers 12329, National Bureau of Economic Research, Inc.
  51. Rothe, Christoph, 2009. "Semiparametric estimation of binary response models with endogenous regressors," Journal of Econometrics, Elsevier, vol. 153(1), pages 51-64, November.
  52. D’Haultfœuille, Xavier & Maurel, Arnaud, 2013. "Inference on an extended Roy model, with an application to schooling decisions in France," Journal of Econometrics, Elsevier, vol. 174(2), pages 95-106.
  53. Chang, Hung-Hao & Boisvert, Richard N., 2009. "The Conservation Reserve Program, Off-Farm Work, and Farm Household Technical Efficiencies," Working Papers 57034, Cornell University, Department of Applied Economics and Management.
  54. David S. Lee, 2005. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," NBER Working Papers 11721, National Bureau of Economic Research, Inc.
  55. 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.
  56. Giulia BETTIN & Riccardo LUCCHETTI & Alberto ZAZZARO, 2011. "Endogeneity and sample selection in a model for remittances," Working Papers 361, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  57. Evgeniy M. Ozhegov, 2014. "The Underwriting, Choice And Performance Of Government-Insured Mortgages In Russia," HSE Working papers WP BRP 31/FE/2014, National Research University Higher School of Economics.
  58. Richard Blundell & Amanda Gosling & Hidehiko Ichimura & Costas Meghir, 2007. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," Econometrica, Econometric Society, vol. 75(2), pages 323-363, 03.
  59. Zongwu Cai & Huaiyu Xiong, 2013. "Effient Estimation of Partially Varying Coefficient Instrumental Variables Models," Papers 2013-10-14, Working Paper.
  60. Huber, Martin & Melly, Blaise, 2011. "Quantile Regression in the Presence of Sample Selection," Economics Working Paper Series 1109, University of St. Gallen, School of Economics and Political Science.
  61. CHEN, Guifu & HAMORI, Shigeyuki, 2009. "Economic returns to schooling in urban China: OLS and the instrumental variables approach," China Economic Review, Elsevier, vol. 20(2), pages 143-152, June.
  62. Schwiebert, Jörg, 2012. "Revisiting the Composition of the Female Workforce - A Heckman Selection Model with Endogeneity," Hannover Economic Papers (HEP) dp-502, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
  63. Helmers, Christian & Rogers, Mark, 2011. "Does patenting help high-tech start-ups?," Research Policy, Elsevier, vol. 40(7), pages 1016-1027, September.
  64. Jane K. Dokko, 2008. "The effect of taxation on lifecycle labor supply: results from a quasi-experiment," Finance and Economics Discussion Series 2008-24, Board of Governors of the Federal Reserve System (U.S.).
  65. Nakajima, Ryo & Tanaka, Ryuichi, 2014. "Estimating the effects of pronatal policies on residential choice and fertility," Journal of the Japanese and International Economies, Elsevier, vol. 34(C), pages 179-200.
  66. repec:wyi:journl:002112 is not listed on IDEAS
  67. Mitali Das, 2000. "Instrumental Variables Estimation of Nonparametric Models with Discrete Endogenous Regressors," Econometric Society World Congress 2000 Contributed Papers 1008, Econometric Society.
  68. Zaiceva, Anzelika, 2006. "Self-Selection and the Returns to Geographic Mobility: What Can Be Learned from the German Reunification "Experiment"," IZA Discussion Papers 2524, Institute for the Study of Labor (IZA).
  69. Schwiebert, Jörg, 2012. "Semiparametric Estimation of a Sample Selection Model in the Presence of Endogeneity," Hannover Economic Papers (HEP) dp-504, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
  70. Cavaco, Sandra & Fougère, Denis & Pouget, Julien, 2005. "Estimating the Effect of a Retraining Program for Displaced Workers on Their Transition to Permanent Jobs," IZA Discussion Papers 1513, Institute for the Study of Labor (IZA).
  71. George-Levi Gayle & Christelle Viauroux, . "Root-N Consistent Semiparametric Estimators of a Dynamic Panel Sample Selection Model," GSIA Working Papers 2004-E62, Carnegie Mellon University, Tepper School of Business.
  72. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2008. "Evaluating innovation policy: a structural treatment effect model of R&D subsidies," Research Discussion Papers 7/2008, Bank of Finland.
  73. Bailey, Michael & Hopkins, Daniel J. & Rogers, Todd, 2013. "Unresponsive and Unpersuaded: The Unintended Consequences of Voter Persuasion Efforts," Working Paper Series rwp13-034, Harvard University, John F. Kennedy School of Government.
  74. Pedro Carneiro & Sokbae 'Simon' Lee, 2005. "Ability, sorting and wage inequality," CeMMAP working papers CWP16/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  75. Anil Kumar, 2012. "Nonparametric estimation of the impact of taxes on female labor supply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(3), pages 415-439, 04.
  76. repec:dgr:uvatin:20040123 is not listed on IDEAS
  77. Moral-Arce, Ignacio & Rodríguez-Póo, Juan M. & Sperlich, Stefan, 2011. "Low dimensional semiparametric estimation in a censored regression model," Journal of Multivariate Analysis, Elsevier, vol. 102(1), pages 118-129, January.
  78. Frölich, Markus & Huber, Martin, 2014. "Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition," IZA Discussion Papers 7972, Institute for the Study of Labor (IZA).
  79. Lee, Myoung-jae & Vella, Francis, 2006. "A semi-parametric estimator for censored selection models with endogeneity," Journal of Econometrics, Elsevier, vol. 130(2), pages 235-252, February.
  80. Kamhon Kan & Chihwa Kao, 2005. "Simulation-Based Two-Step Estimation with Endogenous Regressors," Center for Policy Research Working Papers 76, Center for Policy Research, Maxwell School, Syracuse University.
  81. Pravin K. Trivedi & David M. Zimmer, 2014. "Success at the Summer Olympics: How Much Do Economic Factors Explain?," Econometrics, MDPI, Open Access Journal, vol. 2(4), pages 169-202, December.
  82. Cai, Zongwu & Das, Mitali & Xiong, Huaiyu & Wu, Xizhi, 2006. "Functional coefficient instrumental variables models," Journal of Econometrics, Elsevier, vol. 133(1), pages 207-241, July.
  83. Harounan Kazianga, 2004. "Schooling Returns for Wage Earners in Burkina Faso: Evidence from the 1994 and 1998 National Surveys," Working Papers 892, Economic Growth Center, Yale University.
  84. Brian A’Hearn & Franco Peracchi & Giovanni Vecchi, 2007. "Living standards and the distribution of heights: Italy, 1855-1910," Working Papers 229, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
  85. Zongwu Cai & Qi Li, 2013. "Some Recent Develop- ments on Nonparametric Econometrics," Papers 2013-10-14, Working Paper.
  86. Huber, Martin & Mellace, Giovanni, 2011. "Sharp bounds on causal effects under sample selection," Economics Working Paper Series 1134, University of St. Gallen, School of Economics and Political Science.
  87. repec:hal:wpaper:halshs-00564835 is not listed on IDEAS
  88. Thomas Brodaty & Bruno Crépon & Denis Fougère, 2007. "Les méthodes micro-économétriques d'évaluation et leurs applications aux politiques actives de l'emploi," Économie et Prévision, Programme National Persée, vol. 177(1), pages 93-118.
  89. Riccardo Lucchetti & Claudia Pigini, 2013. "A test for bivariate normality with applications in microeconometric models," Statistical Methods and Applications, Springer, vol. 22(4), pages 535-572, November.
  90. David S. Lee, 2002. "Trimming for Bounds on Treatment Effects with Missing Outcomes," NBER Technical Working Papers 0277, National Bureau of Economic Research, Inc.
  91. Casey B. Mulligan & Yona Rubinstein, 2004. "The Closing of the Gender Gap as a Roy Model Illusion," NBER Working Papers 10892, National Bureau of Economic Research, Inc.
  92. Hamermesh, Daniel S. & Donald, Stephen G., 2008. "The effect of college curriculum on earnings: An affinity identifier for non-ignorable non-response bias," Journal of Econometrics, Elsevier, vol. 144(2), pages 479-491, June.
  93. Cristiano Perugini & Ekaterina Selezneva, 2013. "Labour Market Institutions, Crisis and Gender Earnings Gap in Eastern Europe," Working Papers 328, Institut für Ost- und Südosteuropaforschung (Institute for East and South-East European Studies).
  94. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2013. "Public-private wage differentials in euro area countries: evidence from quantile decomposition analysis," Temi di discussione (Economic working papers) 907, Bank of Italy, Economic Research and International Relations Area.
  95. Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, volume 1, number 8355, March.
  96. Das, M., 2004. "Simple estimators for nonparametric panel data models with sample attrition," Journal of Econometrics, Elsevier, vol. 120(1), pages 159-180, May.
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