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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. Philipp Eisenhauer & James J. Heckman & Edward Vytlacil, 2015. "The Generalized Roy Model and the Cost-Benefit Analysis of Social Programs," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 413 - 443.
  2. 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.
  3. Todd Stinebrickner & Ralph Stinebrickner, 2012. "Learning about Academic Ability and the College Dropout Decision," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 707 - 748.
  4. Andrén, Thomas & Andrén, Daniela, 2004. "Assessing The Employment Effects Of Vocational Training Using A One-Factor Model," Working Papers in Economics 133, University of Gothenburg, Department of Economics.
  5. Dario Cestau & Dennis Epple & Holger Sieg, 2015. "Admitting Students to Selective Education Programs: Merit, Profiling, and Affirmative Action," NBER Working Papers 21232, National Bureau of Economic Research, Inc.
  6. Coelli, Michael B. & Green, David A. & Warburton, William P., 2007. "Breaking the cycle? The effect of education on welfare receipt among children of welfare recipients," Journal of Public Economics, Elsevier, vol. 91(7-8), pages 1369-1398, August.
  7. 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).
  8. 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.
  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. 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).
  11. SELLAMI, Sana & VERHAEST, Dieter & NONNEMAN, Walter & VAN TRIER, Walter, 2015. "Education as investment, consumption or adapting to social norm: Implications for educational mismatch among graduates," Working Papers 2015014, University of Antwerp, Faculty of Applied Economics.
  12. Costas Meghir & Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Marta Rubio-Codina, 2015. "Estimating the Production Function for Human Capital: Results from a Randomized Control Trial in Colombia," Working Papers 1046, Economic Growth Center, Yale University.
  13. Acosta, Pablo A. & Muller, Noel & Sarzosa, Miguel, 2015. "Beyond Qualifications: Returns to Cognitive and Socio-Emotional Skills in Colombia," IZA Discussion Papers 9403, Institute for the Study of Labor (IZA).
  14. 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.
  15. 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.
  16. Christian Belzil, 2006. "The Return to Schooling in Structural Dynamic Models: A Survey," Post-Print halshs-00142538, HAL.
  17. Christian Belzil, 2006. "Testing the Specification of the Mincer Wage Equation," Post-Print halshs-00142542, HAL.
  18. Susanne Schennach & James Heckman & Flavio Cunha, 2007. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," 2007 Meeting Papers 973, Society for Economic Dynamics.
  19. Grossmann, Volker, 2003. "Risky Human Capital Investment, Income Distribution, and Macroeconomic Dynamics," IZA Discussion Papers 955, Institute for the Study of Labor (IZA).
  20. 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.
  21. Philippe FEVRIER & Laurent LINNEMER & Michael VISSER, 2010. "Testing for Asymmetric Information in the Viager Market," Working Papers 2010-01, Centre de Recherche en Economie et Statistique.
  22. Clark, Brian & Joubert, Clement & Maurel, Arnaud, 2014. "The Career Prospects of Overeducated Americans," IZA Discussion Papers 8313, Institute for the Study of Labor (IZA).
  23. 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).
  24. 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.
  25. Budria, Santiago, 2010. "Are educational mismatches responsible for the ‘inequality increasing effect’ of education?," MPRA Paper 23420, University Library of Munich, Germany.
  26. 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.
  27. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2008. "Earnings Functions and Rates of Return," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20082, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
  28. 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.
  29. Almeida, Rita & Carneiro, Pedro, 2006. "The return to firm investment in human capital," Policy Research Working Paper Series 3851, The World Bank.
  30. 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".
  31. 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.
  32. Mayssun El-Attar & Markus Poschke, 2011. "Trust and the Choice Between Housing and Financial Assets: Evidence from Spanish Households," Review of Finance, European Finance Association, vol. 15(4), pages 727-756.
  33. Conti, Gabriella & Frühwirth-Schnatter, Sylvia & Heckman, James J. & Piatek, Rémi, 2014. "Bayesian Exploratory Factor Analysis," IZA Discussion Papers 8338, Institute for the Study of Labor (IZA).
  34. 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.
  35. Neal, Derek, 2006. "Why Has Black-White Skill Convergence Stopped?," Handbook of the Economics of Education, Elsevier.
  36. Heckman, James & Navarro-Lozano, Salvador, 2003. "Using matching, instrumental variables and control functions to estimate economic choice models," Working Paper Series 2003:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  37. Singh, Aarti, 2010. "Human capital risk in life-cycle economies," Journal of Monetary Economics, Elsevier, vol. 57(6), pages 729-738, September.
  38. Gema Zamarro, 2006. "Accounting For Heterogeneous Returns In Sequential Schooling Decisions," Working Papers wp2006_0609, CEMFI.
  39. James J. Heckman, 2010. "Building Bridges between Structural and Program Evaluation Approaches to Evaluating Policy," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 356-98, June.
  40. 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.
  41. Su, Liangjun & Jin, Sainan & Zhang, Yonghui, 2015. "Specification test for panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 186(1), pages 222-244.
  42. Robert Dur & Amihai Glazer, 2005. "Subsidizing Enjoyable Education," CESifo Working Paper Series 1560, CESifo Group Munich.
  43. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, volume 2 National Bureau of Economic Research, Inc.
  44. Hansen, Karsten T. & Heckman, James J. & Mullen, K.J.Kathleen J., 2004. "The effect of schooling and ability on achievement test scores," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 39-98.
  45. d'Haultfoeuille, Xavier & Maurel, Arnaud & Zhang, Yichong, 2014. "Extremal Quantile Regressions for Selection Models and the Black-White Wage Gap," IZA Discussion Papers 8256, Institute for the Study of Labor (IZA).
  46. Vincent (Vincent Peter) Hogan & Ian Walker, 2006. "Education choice under uncertainty : implications for public policy," Working Papers 200615, School of Economics, University College Dublin.
  47. Joop Hartog & Hans van Ophem & Simona Maria Bajdechi, 2004. "How Risky is Investment in Human Capital?," Tinbergen Institute Discussion Papers 04-080/3, Tinbergen Institute.
  48. Thum, Anna-Elisabeth, 2013. "Psychology in econometric models: conceptual and methodological foundations," MPRA Paper 52293, University Library of Munich, Germany.
  49. 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.
  50. Flavio Cunha & James Heckman, 2007. "The Evolution of Inequality, Heterogeneity and Uncertainty in Labor Earnings in the U.S. Economy," PIER Working Paper Archive 07-032, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  51. Conti, Gabriella & Heckman, James J., 2012. "The Economics of Child Well-Being," IZA Discussion Papers 6930, Institute for the Study of Labor (IZA).
  52. 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).
  53. 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.
  54. Charlotte Christiansen & Juanna Shröter Joensen & Jesper Rangvid, 2005. "Do More Economists Hold Stocks?," Economics Working Papers 2005-06, School of Economics and Management, University of Aarhus.
  55. Pedro Martins & Jim Jin, 2010. "Firm-level social returns to education," Journal of Population Economics, Springer, vol. 23(2), pages 539-558, March.
  56. 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.
  57. James J. Heckman & Salvador Navarro, 2005. "Dynamic Discrete Choice and Dynamic Treatment Effects," NBER Technical Working Papers 0316, National Bureau of Economic Research, Inc.
  58. 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].
  59. 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.
  60. 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.
  61. Xavier d'Haultfoeuille & Arnaud Maurel, 2010. "Inference on a Generalized Roy Model, with an Application to Schooling Decisions in France," Working Papers 2010-11, Centre de Recherche en Economie et Statistique.
  62. Natasa Bilkic & Thomas Gries & Margarethe Pilichowski, 2009. "Stay in School or Start Working? - The Human Capital Investment Decision under Uncertainty and Irreversibility," CESifo Working Paper Series 2825, CESifo Group Munich.
  63. Coelli, Michael & Green, David A., 2012. "Leadership effects: school principals and student outcomes," Economics of Education Review, Elsevier, vol. 31(1), pages 92-109.
  64. James J. Heckman, 2008. "Econometric Causality," NBER Working Papers 13934, National Bureau of Economic Research, Inc.
  65. Dirk Schindler & Benjamin Weigert, 2008. "Insuring Educational Risk: Opportunities versus Income," CESifo Working Paper Series 2348, CESifo Group Munich.
  66. repec:inr:wpaper:221515 is not listed on IDEAS
  67. Lars J. Kirkebøen & Edwin Leuven & Magne Mogstad, 2015. "Field of study, earnings and self-selection," Discussion Papers 794, Statistics Norway, Research Department.
  68. 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.
  69. Mihails Hazans & Olga Rastrigina & Ija Trapeznikova, 2005. "Family background and schooling outcomes before and during the transition - Evidence from the Baltic countries," Labor and Demography 0505002, EconWPA.
  70. 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).
  71. Magnac, Thierry & Pistolesi, Nicolas & Roux, Sébastien, 2013. "Post schooling human capital investments and the life cycle variance of earnings," TSE Working Papers 13-380, Toulouse School of Economics (TSE).
  72. Cavusoglu, Nevin, 2012. "LISREL growth model on direct and indirect effects using cross-country data," Economic Modelling, Elsevier, vol. 29(6), pages 2362-2370.
  73. 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).
  74. 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.
  75. 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).
  76. d'Haultfoeuille, Xavier & Maurel, Arnaud, 2009. "Another Look at the Identification at Infinity of Sample Selection Models," IZA Discussion Papers 4334, Institute for the Study of Labor (IZA).
  77. Stefan Boes, 2009. "Partial Identification of Discrete Counterfactual Distributions with Sequential Update of Information," SOI - Working Papers 0918, Socioeconomic Institute - University of Zurich.
  78. Flavio Cunha & James Heckman & Salvador Navarro, 2005. "Separating uncertainty from heterogeneity in life cycle earnings," Oxford Economic Papers, Oxford University Press, vol. 57(2), pages 191-261, April.
  79. Dan Anderberg, 2008. "Optimal Policy and the Risk Properties of Human Capital Reconsidered," CESifo Working Paper Series 2451, CESifo Group Munich.
  80. 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.
  81. Ivan Fernandez-Val, 2007. "Fixed Effects Estimation of Structural Parameters and Marginal Effects in Panel Probit Models," Boston University - Department of Economics - Working Papers Series WP2007-009, Boston University - Department of Economics.
  82. 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.
  83. Takahashi, Hidenori, 2015. "Strategic design under uncertain evaluations : structural analysis of design-build auctions," Working Papers 15-08, University of Mannheim, Department of Economics.
  84. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
  85. 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.
  86. Beffy, Magali & Fougère, Denis & Maurel, Arnaud, 2009. "Choosing the Field of Study in Post-Secondary Education: Do Expected Earnings Matter?," IZA Discussion Papers 4127, Institute for the Study of Labor (IZA).
  87. repec:ese:iserwp:2006-58 is not listed on IDEAS
  88. 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.
  89. 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.
  90. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  91. 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.
  92. Robert Shimer & Katarina Borovickova & Fernando Alvarez, 2015. "The Accelerated Failure Time Model: Estimation and Testing using Price Change and Labor Market Data," 2015 Meeting Papers 1434, Society for Economic Dynamics.
  93. 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.
  94. Jane Cooley Fruehwirth & Salvador Navarro & Yuya Takahashi, 2011. "How The Timing of Grade Retention Affects Outcomes: Identification and Estimation of Time-Varying Treatment Effects," Working Papers 2011-015, Human Capital and Economic Opportunity Working Group.
  95. Anderberg, Dan, 2013. "Post-compulsory education: Participation and politics," European Journal of Political Economy, Elsevier, vol. 29(C), pages 134-150.
  96. Heckman, James J. & Lochner, Lance John & Todd, Petra E., 2003. "Fifty Years of Mincer Earnings Regressions," IZA Discussion Papers 775, Institute for the Study of Labor (IZA).
  97. 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.
  98. Gabriella Conti & James Heckman & Sergio Urzua, 2010. "The Education-Health Gradient," American Economic Review, American Economic Association, vol. 100(2), pages 234-38, May.
  99. Alexander Whalley, 2004. "Black-White Differences in the Insurance Value of Human Capital," Econometric Society 2004 North American Summer Meetings 575, Econometric Society.
  100. 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).
  101. Stéphane Bonhomme & Ulrich Sauder, 2009. "Accounting For Unobservables In Comparing Selective And Comprehensive Schooling," Working Papers wp2009_0906, CEMFI.
  102. Mai Seki, 2013. "Heterogeneous Returns to U.S. College Selectivity and the Value of Graduate Degree Attainment," Staff Working Papers 13-46, Bank of Canada.
  103. 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.
  104. 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).
  105. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  106. Aradillas-Lopez, Andres, 2010. "Semiparametric estimation of a simultaneous game with incomplete information," Journal of Econometrics, Elsevier, vol. 157(2), pages 409-431, August.
  107. Brian Clark & Arnaud Maurel & Clement Joubert, 2014. "Career Prospects of Overeducated Americans," 2014 Meeting Papers 400, Society for Economic Dynamics.
  108. 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.
  109. Dirk Schindler & Benjamin Weigert, 2008. "Educational and Wage Risk: Social Insurance vs. Quality of Education," CESifo Working Paper Series 2513, CESifo Group Munich.
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