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Citations for "Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice"

by Carneiro, Pedro & Hansen, Karsten & Heckman, James

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  1. Almeida, Rita & Carneiro, Pedro, 2009. "The return to firm investments in human capital," Labour Economics, Elsevier, vol. 16(1), pages 97-106, January.
  2. Gabriella Conti & Sylvia Fruehwirth-Schnatter & James J. Heckman & Remi Piatek, 2014. "Bayesian Exploratory Factor Analysis," Working Papers 2014-014, Human Capital and Economic Opportunity Working Group.
  3. Stéphane Bonhomme & Jean-Marc Robin, 2008. "Consistent noisy independent component analysis," CeMMAP working papers CWP04/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  4. Sergio Urzua & James J. Heckman, 2009. "Comparing IV with Structural Models: What Simple IV Can and Cannot Identify," Working Papers 200906, Geary Institute, University College Dublin.
  5. Mihails Hazans, 2005. "Family Background and Schooling Outcomes Before and During the Transition: Evidence from the Baltic Countries," SSE Riga/BICEPS Research Papers 2005-1, Baltic International Centre for Economic Policy Studies (BICEPS) and Stockholm School of Economics in Riga (SSE Riga).
  6. Frank M. Fossen & Daniela Glocker, 2014. "Stated and Revealed Heterogeneous Risk Preferences in Educational Choice," SOEPpapers on Multidisciplinary Panel Data Research 630, DIW Berlin, The German Socio-Economic Panel (SOEP).
  7. Dan Anderberg, 2008. "Optimal Policy and the Risk Properties of Human Capital Reconsidered," CESifo Working Paper Series 2451, CESifo Group Munich.
  8. Christiansen, Charlotte & Joensen, Juanna Schroter & Nielsen, Helena Skyt, 2007. "The risk-return trade-off in human capital investment," Labour Economics, Elsevier, vol. 14(6), pages 971-986, December.
  9. Sarafidis, Vasilis & Yamagata, Takashi, 2010. "Instrumental Variable Estimation of Dynamic Linear Panel Data Models with Defactored Regressors under Cross-sectional Dependence," MPRA Paper 25182, University Library of Munich, Germany.
  10. Martins, Pedro S., 2004. "Firm-Level Social Returns to Education," IZA Discussion Papers 1382, Institute for the Study of Labor (IZA).
  11. Hansen, Karsten T & Heckman, James J & Mullen, Kathleen J, 2003. "The effect of schooling and ability on achievement test scores," Working Paper Series 2003:13, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  12. Jos Van Ommeren & Mihails Hazans, 2008. "Workers' Valuation of the Remaining Employment Contract Duration," Economica, London School of Economics and Political Science, vol. 75(297), pages 116-139, 02.
  13. Cunha, Flavio & Heckman, James J., 2007. "The Evolution of Inequality, Heterogeneity and Uncertainty in Labor Earnings in the U.S. Economy," IZA Discussion Papers 3115, Institute for the Study of Labor (IZA).
  14. Anders Forslund & Oskar Nordström Stans, 2006. "Swedish Youth Labour Market Policies Revisited," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 75(3), pages 168-185.
  15. Todd R. Stinebrickner & Ralph Stinebrickner, 2011. "Math or Science? Using Longitudinal Expectations Data to Examine the Process of Choosing a College Major," NBER Working Papers 16869, National Bureau of Economic Research, Inc.
  16. repec:ese:iserwp:2006-58 is not listed on IDEAS
  17. Cunha, Flavio & Heckman, James J. & Navarro, Salvador, 2004. "Separating Uncertainty from Heterogeneity in Life Cycle Earnings," IZA Discussion Papers 1437, Institute for the Study of Labor (IZA).
  18. Todd R. Stinebrickner & Ralph Stinebrickner, 2009. "Learning about Academic Ability and the College Drop-out Decision," NBER Working Papers 14810, National Bureau of Economic Research, Inc.
  19. Heckman, James J. & Lochner, Lance John & Todd, Petra E., 2008. "Earnings Functions and Rates of Return," IZA Discussion Papers 3310, Institute for the Study of Labor (IZA).
  20. Xavier d'Haultfoeuille & Arnaud Maurel, 2010. "Another Look at the Identification at Infinity of Sample Section Models," Working Papers 2010-10, Centre de Recherche en Economie et Statistique.
  21. James J. Heckman & Salvador Navarro, 2005. "Dynamic Discrete Choice and Dynamic Treatment Effects," NBER Technical Working Papers 0316, National Bureau of Economic Research, Inc.
  22. James J. Heckman, 2010. "Building Bridges Between Structural and Program Evaluation Approaches to Evaluating Policy," NBER Working Papers 16110, National Bureau of Economic Research, Inc.
  23. Kraft, Holger & Munk, Claus & Seifried, Frank Thomas & Steffensen, Mogens, 2014. "Consumption and wage humps in a life-cycle model with education," SAFE Working Paper Series 53, Research Center SAFE - Sustainable Architecture for Finance in Europe, Goethe University Frankfurt.
  24. Gaure, Simen & Røed, Knut & van den Berg, Gerard J. & Zhang, Tao, 2010. "Estimation of Heterogeneous Treatment Effects on Hazard Rates," IZA Discussion Papers 4794, Institute for the Study of Labor (IZA).
  25. Gema Zamarro, 2006. "Accounting For Heterogeneous Returns In Sequential Schooling Decisions," Working Papers wp2006_0609, CEMFI.
  26. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2010. "Measuring heterogeneity in the returns to education using an education reform," European Economic Review, Elsevier, vol. 54(4), pages 483-500, May.
  27. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: an application to treatments of breast cancer patients," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1133-1157.
  28. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2003. "Fifty Years of Mincer Earnings Regressions," NBER Working Papers 9732, National Bureau of Economic Research, Inc.
  29. Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Costas Meghir & Marta Rubio-Codina, 2015. "Estimating the Production Function for Human Capital: Results from a Randomized Control Trial in Colombia," NBER Working Papers 20965, National Bureau of Economic Research, Inc.
  30. d'Haultfoeuille, Xavier & Maurel, Arnaud, 2009. "Inference on a Generalized Roy Model, with an Application to Schooling Decisions in France," IZA Discussion Papers 4606, Institute for the Study of Labor (IZA).
  31. Baert, Stijn & Cockx, Bart, 2013. "Pure ethnic gaps in educational attainment and school to work transitions: When do they arise?," Economics of Education Review, Elsevier, vol. 36(C), pages 276-294.
  32. Bhuller, Manudeep & Mogstad, Magne & Salvanes, Kjell G., 2014. "Life Cycle Earnings, Education Premiums and Internal Rates of Return," IZA Discussion Papers 8316, Institute for the Study of Labor (IZA).
  33. Stefan Boes, 2009. "Partial Identification of Discrete Counterfactual Distributions with Sequential Update of Information," SOI - Working Papers 0918, Socioeconomic Institute - University of Zurich.
  34. Hendrik Thiel & Stephan L. Thomsen, 2009. "Noncognitive Skills in Economics: Models, Measurement, and Empirical Evidence," FEMM Working Papers 09037, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
  35. El-Attar, Mayssun, 2007. "Trust, Child Care Technology Choice and Female Labor Force Participation," IZA Discussion Papers 3135, Institute for the Study of Labor (IZA).
  36. Aradillas-Lopez, Andres, 2010. "Semiparametric estimation of a simultaneous game with incomplete information," Journal of Econometrics, Elsevier, vol. 157(2), pages 409-431, August.
  37. Février, Philippe & Linnemer, Laurent & Visser, Michael, 2012. "Testing for asymmetric information in the viager market," Journal of Public Economics, Elsevier, vol. 96(1), pages 104-123.
  38. Charlotte Christiansen & Juanna Schröter Joensen & Jesper Rangvid, 2008. "Are Economists More Likely to Hold Stocks?," Review of Finance, European Finance Association, vol. 12(3), pages 465-496.
  39. Thum, Anna-Elisabeth, 2013. "Psychology in econometric models: conceptual and methodological foundations," MPRA Paper 52293, University Library of Munich, Germany.
  40. Foley, Kelly & Gallipoli, Giovanni & Green, David A., 2010. "Ability, Parental Valuation of Education and the High School Dropout Decision," CLSSRN working papers clsrn_admin-2010-14, Vancouver School of Economics, revised 30 Apr 2010.
  41. Christian Belzil, 2006. "The Return to Schooling in Structural Dynamic Models: A Survey," Post-Print halshs-00142538, HAL.
  42. James J. Heckman, 2008. "Econometric Causality," International Statistical Review, International Statistical Institute, vol. 76(1), pages 1-27, 04.
  43. Heckman, James J. & Navarro, Salvador, 2003. "Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models," IZA Discussion Papers 768, Institute for the Study of Labor (IZA).
  44. Derek Neal, 2005. "Why Has Black-White Skill Convergence Stopped?," NBER Working Papers 11090, National Bureau of Economic Research, Inc.
  45. Stéphane Bonhomme & Ulrich Sauder, 2009. "Accounting For Unobservables In Comparing Selective And Comprehensive Schooling," Working Papers wp2009_0906, CEMFI.
  46. Singh, Aarti, 2010. "Human capital risk in life-cycle economies," Journal of Monetary Economics, Elsevier, vol. 57(6), pages 729-738, September.
  47. Brian Clark & Arnaud Maurel & Clement Joubert, 2014. "Career Prospects of Overeducated Americans," 2014 Meeting Papers 400, Society for Economic Dynamics.
  48. Anning Hu, 2014. "The Health Benefits of College Education in Urban China: Selection Bias and Heterogeneity," Social Indicators Research, Springer, vol. 115(3), pages 1101-1121, February.
  49. Mai Seki, 2013. "Heterogeneous Returns to U.S. College Selectivity and the Value of Graduate Degree Attainment," Working Papers 13-46, Bank of Canada.
  50. 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.
  51. Frank M. Fossen & Daniela Glocker, 2009. "Expected Future Earnings, Taxation, and University Enrollment: A Microeconometric Model with Uncertainty," SOEPpapers on Multidisciplinary Panel Data Research 241, DIW Berlin, The German Socio-Economic Panel (SOEP).
  52. Arnaud Maurel & Xavier D'Haultfoeuille, 2011. "Inference on an Extended Roy Model, with an Application to Schooling Decisions in France," Working Papers 11-10, Duke University, Department of Economics.
  53. Thomas Andren & Daniela Andren, 2006. "Assessing the employment effects of vocational training using a one-factor model," Applied Economics, Taylor & Francis Journals, vol. 38(21), pages 2469-2486.
  54. Susanne Schennach & James Heckman & Flavio Cunha, 2007. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," 2007 Meeting Papers 973, Society for Economic Dynamics.
  55. Anderberg, Dan, 2013. "Post-compulsory education: Participation and politics," European Journal of Political Economy, Elsevier, vol. 29(C), pages 134-150.
  56. Mayssun El-Attar, 2013. "Trust, child care technology choice and female labor force participation," Review of Economics of the Household, Springer, vol. 11(4), pages 507-544, December.
  57. Lars J. Kirkebøen & Edwin Leuven & Magne Mogstad, 2015. "Field of study, earnings and self-selection," Discussion Papers 794, Research Department of Statistics Norway.
  58. Christian BELZIL, 2008. "Testing the Specification of the Mincer Wage Equation," Annales d'Economie et de Statistique, ENSAE, issue 91-92, pages 427-451.
  59. Almeida, Rita K. & Carneiro, Pedro, 2006. "The Return to the Firm Investment in Human Capital," IZA Discussion Papers 1937, Institute for the Study of Labor (IZA).
  60. Fan, Yanqin & Park, Sang Soo, 2009. "Partial identification of the distribution of treatment effects and its confidence sets," MPRA Paper 37148, University Library of Munich, Germany.
  61. Singh, Aarti, 2008. "Human capital risk in life-cycle economies," MPRA Paper 10292, University Library of Munich, Germany.
  62. Bilkic, N. & Gries, T. & Pilichowski, M., 2012. "Stay in school or start working? — The human capital investment decision under uncertainty and irreversibility," Labour Economics, Elsevier, vol. 19(5), pages 706-717.
  63. Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005. "Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 15-51.
  64. Grossmann, Volker, 2003. "Risky Human Capital Investment, Income Distribution, and Macroeconomic Dynamics," IZA Discussion Papers 955, Institute for the Study of Labor (IZA).
  65. Gabriella Conti & James J. Heckman, 2012. "The Economics of Child Well-Being," NBER Working Papers 18466, National Bureau of Economic Research, Inc.
  66. Sorin Daniel Manole & Antonio Tache & Monica Tache, 2014. "Regional Development Survey by Data Panel Models," Romanian Statistical Review Supplement, Romanian Statistical Review, vol. 62(8), pages 19-33, August.
  67. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
  68. Seki, Mai, 2014. "Heterogeneous Returns to U.S. College Selectivity and the Value of Graduate Degree Attainment," CLSSRN working papers clsrn_admin-2014-53, Vancouver School of Economics, revised 25 Nov 2014.
  69. Firpo, Sergio Pinheiro, 2010. "Identification and estimation of interventions using changes in inequality measures," Textos para discussão 214, Escola de Economia de São Paulo, Getulio Vargas Foundation (Brazil).
  70. Christiansen, Charlotte & Joensen, Juanna Schröter & Rangvid, Jesper, 2005. "Do More Economists Hold Stocks?," Finance Research Group Working Papers F-2005-02, University of Aarhus, Aarhus School of Business, Department of Business Studies.
  71. Liangjun Su & Sainan Jin & Yonghui Zhang, 2014. "Specification Test for Panel Data Models with Interactive Fixed Effects," Working Papers 08-2014, Singapore Management University, School of Economics.
  72. Brian Clark & Clément Joubert & Arnaud Maurel, 2014. "The Career Prospects of Overeducated Americans," NBER Working Papers 20167, National Bureau of Economic Research, Inc.
  73. repec:dgr:uvatin:20040080 is not listed on IDEAS
  74. Brodaty, Thomas & Gary-Bobo, Robert J. & Prieto, Ana, 2014. "Do risk aversion and wages explain educational choices?," Journal of Public Economics, Elsevier, vol. 117(C), pages 125-148.
  75. El-Attar, Mayssun & Poschke, Markus, 2010. "Trust and the Choice Between Housing and Financial Assets: Evidence from Spanish Households," IZA Discussion Papers 5246, Institute for the Study of Labor (IZA).
  76. Cavusoglu, Nevin, 2012. "LISREL growth model on direct and indirect effects using cross-country data," Economic Modelling, Elsevier, vol. 29(6), pages 2362-2370.
  77. Dirk Schindler & Benjamin Weigert, 2008. "Educational and Wage Risk: Social Insurance vs. Quality of Education," CESifo Working Paper Series 2513, CESifo Group Munich.
  78. Jane Cooley Fruehwirth & Salvador Navarro & Yuya Takahashi, 2011. "How the Timing of Grade Retention Affects Outcomes: Identification and Estimation of Time-Varying Treatment Effects," University of Western Ontario, CIBC Centre for Human Capital and Productivity Working Papers 20117, University of Western Ontario, CIBC Centre for Human Capital and Productivity.
  79. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  80. Michael B. Coelli & David A. Green & William P. Warburton, 2004. "Breaking the cycle? The effect of education on welfare receipt among children of welfare recipients," IFS Working Papers W04/14, Institute for Fiscal Studies.
  81. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: An application in breast cancer patients," Health, Econometrics and Data Group (HEDG) Working Papers 07/07, HEDG, c/o Department of Economics, University of York.
  82. Dur, Robert & Glazer, Amihai, 2008. "Subsidizing Enjoyable Education," Labour Economics, Elsevier, vol. 15(5), pages 1023-1039, October.
  83. Hanan G. Jacoby & Ghazala Mansuri, 2010. "Watta Satta: Bride Exchange and Women's Welfare in Rural Pakistan," American Economic Review, American Economic Association, vol. 100(4), pages 1804-25, September.
  84. Alexander Whalley, 2004. "Black-White Differences in the Insurance Value of Human Capital," Econometric Society 2004 North American Summer Meetings 575, Econometric Society.
  85. Fernández-Val, Iván, 2009. "Fixed effects estimation of structural parameters and marginal effects in panel probit models," Journal of Econometrics, Elsevier, vol. 150(1), pages 71-85, May.
  86. Frank Fossen & Daniela Glocker, 2011. "Expected future earnings, taxation, and university enrollment," International Tax and Public Finance, Springer, vol. 18(6), pages 688-723, December.
  87. Santiago Budría, 2011. "Are Educational Mismatches Responsible for the ‘Inequality Increasing Effect’ of Education?," Social Indicators Research, Springer, vol. 102(3), pages 409-437, July.
  88. Hogan, Vincent & Walker, Ian, 2007. "Education choice under uncertainty: Implications for public policy," Labour Economics, Elsevier, vol. 14(6), pages 894-912, December.
  89. Budria, Santiago, 2010. "Are educational mismatches responsible for the ‘inequality increasing effect’ of education?," MPRA Paper 23420, University Library of Munich, Germany.
  90. 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.
  91. Magali BEFFY & Denis FOUGERE & Arnaud MAUREL, 2009. "Choosing the Field of Study in Post-Secondary Education : Do Expected Earnings Matter ?," Working Papers 2009-14, Centre de Recherche en Economie et Statistique.
  92. Gabriella Conti & James Heckman & Sergio Urzua, 2010. "The Education-Health Gradient," American Economic Review, American Economic Association, vol. 100(2), pages 234-38, May.
  93. repec:inr:wpaper:221515 is not listed on IDEAS
  94. Coelli, Michael & Green, David A., 2012. "Leadership effects: school principals and student outcomes," Economics of Education Review, Elsevier, vol. 31(1), pages 92-109.
  95. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  96. Richard H. Spady, 2007. "Semiparametric Methods for the Measurement of Latent Attitudes and the Estimation of Their Behavioural Consequences," Economics Working Papers ECO2007/29, European University Institute.
  97. Giorgio Calzolari & Antonino Di Pino, 2014. "Self-Selection and Direct Estimation of Across-Regime Correlation Parameter," Econometrics Working Papers Archive 2014_04, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
  98. Eisenhauer, Philipp & Heckman, James J. & Vytlacil, Edward, 2014. "The generalized Roy model and the cost-benefit analysis of social programs," ZEW Discussion Papers 14-082, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  99. Liana Jacobi & Helga Wagner & Sylvia Frühwirth-Schnatter, 2014. "Bayesian Treatment Effects Models with Variable Selection for Panel Outcomes with an Application to Earnings Effects of Maternity Leave," NRN working papers 2014-12, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
  100. William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
  101. Anna-Elisabeth Thum, 2013. "Ethnic Identity and Educational Outcomes of German Immigrants and Their Children," SOEPpapers on Multidisciplinary Panel Data Research 622, DIW Berlin, The German Socio-Economic Panel (SOEP).
  102. Felipe Diniz, 2005. "Contructing A Broader Measure Of Welfare Incorporating The Access To Public Goods," Anais do XXXIII Encontro Nacional de Economia [Proceedings of the 33th Brazilian Economics Meeting] 045, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics].
  103. Firpo, Sergio, 2010. "Identification and Estimation of Distributional Impacts of Interventions Using Changes in Inequality Measures," IZA Discussion Papers 4841, Institute for the Study of Labor (IZA).
  104. Dirk Schindler & Benjamin Weigert, 2008. "Insuring Educational Risk: Opportunities versus Income," CESifo Working Paper Series 2348, CESifo Group Munich.
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