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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"

by Pedro Carneiro & Karsten T. Hansen & James J. Heckman

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  1. 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.
  2. 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).
  3. Lewbel, Arthur, 2007. "Endogenous selection or treatment model estimation," Journal of Econometrics, Elsevier, vol. 141(2), pages 777-806, December.
  4. Josh Kinsler & Ronni Pavan, 2015. "The Specificity of General Human Capital: Evidence from College Major Choice," Journal of Labor Economics, University of Chicago Press, vol. 33(4), pages 933 - 972.
  5. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
  6. Stacey H. Chen, 2003. "Risk Aversion and College Attendance," Discussion Papers 03-03, University at Albany, SUNY, Department of Economics.
  7. Karsten Hansen & James J. Heckman & Kathleen J. Mullen, 2003. "The Effect of Schooling and Ability on Achievement Test Scores," NBER Working Papers 9881, National Bureau of Economic Research, Inc.
  8. Singh, Aarti, 2008. "Human capital risk in life-cycle economies," MPRA Paper 10292, University Library of Munich, Germany.
  9. Christoph T. Weiss, 2012. "Persistent Attitudes and Behaviors," "Marco Fanno" Working Papers 0143, Dipartimento di Scienze Economiche "Marco Fanno".
  10. Manudeep Bhuller & Magne Mogstad & Kjell G. Salvanes, 2014. "Life Cycle Earnings, Education Premiums and Internal Rates of Return," NBER Working Papers 20250, National Bureau of Economic Research, Inc.
  11. 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.
  12. Annette Alstadsæter, 2009. "Measuring the Consumption Value of Higher Education," CESifo Working Paper Series 2799, CESifo Group Munich.
  13. Martins, Pedro S., 2004. "Firm-Level Social Returns to Education," IZA Discussion Papers 1382, Institute for the Study of Labor (IZA).
  14. Robert Moffitt, 2007. "Estimating Marginal Returns to Higher Education in the UK," NBER Working Papers 13534, National Bureau of Economic Research, Inc.
  15. 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.
  16. 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.
  17. 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.
  18. 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).
  19. Fatih Guvenen & Anthony Smith, 2010. "Inferring Labor Income Risk from Economic Choices: An Indirect Inference Approach," NBER Working Papers 16327, National Bureau of Economic Research, Inc.
  20. Cavusoglu, Nevin, 2012. "LISREL growth model on direct and indirect effects using cross-country data," Economic Modelling, Elsevier, vol. 29(6), pages 2362-2370.
  21. Coelli, Michael & Green, David A., 2012. "Leadership effects: school principals and student outcomes," Economics of Education Review, Elsevier, vol. 31(1), pages 92-109.
  22. Alexander Whalley, 2004. "Black-White Differences in the Insurance Value of Human Capital," Econometric Society 2004 North American Summer Meetings 575, Econometric Society.
  23. 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, Centre for Human Capital and Productivity (CHCP) Working Papers 20117, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
  24. Lars Kirkebøen & Edwin Leuven & Magne Mogstad, 2014. "Field of Study, Earnings, and Self-Selection," NBER Working Papers 20816, National Bureau of Economic Research, Inc.
  25. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2008. "Earnings Functions And Rates Of Return," Working Papers 200831, Geary Institute, University College Dublin.
  26. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
  27. Thum, Anna-Elisabeth, 2013. "Psychology in econometric models: conceptual and methodological foundations," MPRA Paper 52293, University Library of Munich, Germany.
  28. Gaurab Aryal & Isabelle Perrigne & Quang Vuong, 2011. "Identification of Insurance Models with Multidimensional Screening," ANU Working Papers in Economics and Econometrics 2011-538, Australian National University, College of Business and Economics, School of Economics.
  29. Grossmann, Volker, 2003. "Risky Human Capital Investment, Income Distribution, and Macroeconomic Dynamics," IZA Discussion Papers 955, Institute for the Study of Labor (IZA).
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. Jacobi, Liana & Wagner, Helga & Frühwirth-Schnatter, Sylvia, 2016. "Bayesian treatment effects models with variable selection for panel outcomes with an application to earnings effects of maternity leave," Journal of Econometrics, Elsevier, vol. 193(1), pages 234-250.
  35. Vincent (Vincent Peter) Hogan & Ian Walker, 2006. "Education choice under uncertainty : implications for public policy," Working Papers 200615, School of Economics, University College Dublin.
  36. Christian Belzil, 2006. "Testing the Specification of the Mincer Wage Equation," Post-Print halshs-00142542, HAL.
  37. Schindler, Dirk, 2008. "Human Capital, Multiple Income Risk and Social Insurance," Discussion Papers 2008/18, Department of Business and Management Science, Norwegian School of Economics.
  38. 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.
  39. Belzil, Christian, 2006. "The Return to Schooling in Structural Dynamic Models: A Survey," IZA Discussion Papers 2370, Institute for the Study of Labor (IZA).
  40. Brynin, Malcolm & Longhi, Simonetta, 2006. "The wage effects of graduate competition," ISER Working Paper Series 2006-58, Institute for Social and Economic Research.
  41. James J. Heckman & John Eric Humphries & Sergio Urzua & Gregory Veramendi, 2010. "The effects of educational choices on labor market, health, and social outcomes," Working Papers 2011-002, Human Capital and Economic Opportunity Working Group.
  42. 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.
  43. 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.
  44. 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.
  45. Acosta,Pablo Ariel & Muller,Noel & Sarzosa,Miguel Alonso, 2015. "Beyond qualifications : returns to cognitive and socio-emotional skills in Colombia," Policy Research Working Paper Series 7430, The World Bank.
  46. Salvador Navarro, 2011. "Using Observed Choices to Infer Agent's Information: Reconsidering the Importance of Borrowing Constraints, Uncertainty and Preferences in College Attendance," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20118, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
  47. Anning Hu, 2014. "The Health Benefits of College Education in Urban China: Selection Bias and Heterogeneity," Social Indicators Research- An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 115(3), pages 1101-1121, February.
  48. repec:ubc:clssrn:clsrn_admin-2014-53 is not listed on IDEAS
  49. Sepahvand, Mohammad & Shahbazian, Roujman & Bali Swain, Ranjula, 2013. "Time Investment by Parents in Cognitive and Non-cognitive Childcare Activities," Working Paper Series 2013:10, Uppsala University, Department of Economics.
  50. 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.
  51. Budria, Santiago, 2010. "Are educational mismatches responsible for the ‘inequality increasing effect’ of education?," MPRA Paper 23420, University Library of Munich, Germany.
  52. Glocker, Daniela & Storck, Johanna, 2014. "Risks and returns to educational fields – A financial asset approach to vocational and academic education," Economics of Education Review, Elsevier, vol. 42(C), pages 109-129.
  53. 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.
  54. Thiel, Hendrik & Thomsen, Stephan L., 2011. "Noncognitive skills in economics: Models, measurement, and empirical evidence," ZEW Discussion Papers 09-076 [rev.], ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  55. Gabriella Conti & Sylvia Frühwirth-Schnatter & James Heckman & Rémi Piatek, 2014. "Bayesian exploratory factor analysis," CeMMAP working papers CWP30/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  56. 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.
  57. Javier Valbuena, 2011. "Family background, gender and cohort effects on schooling decisions," Investigaciones de Economía de la Educación volume 6, in: Antonio Caparrós Ruiz (ed.), Investigaciones de Economía de la Educación 6, edition 1, volume 6, chapter 15, pages 258-290 Asociación de Economía de la Educación.
  58. 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.
  59. Aßmann, Christian & Boysen-Hogrefe, Jens & Pape, Markus, 2016. "Bayesian analysis of static and dynamic factor models: An ex-post approach towards the rotation problem," Journal of Econometrics, Elsevier, vol. 192(1), pages 190-206.
  60. Clark, Brian & Joubert, Clement & Maurel, Arnaud, 2014. "The Career Prospects of Overeducated Americans," IZA Discussion Papers 8313, Institute for the Study of Labor (IZA).
  61. 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.
  62. González-Díaz, Julio & Palacios-Huerta, Ignacio, 2016. "Cognitive performance in competitive environments: Evidence from a natural experiment," Journal of Public Economics, Elsevier, vol. 139(C), pages 40-52.
  63. 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.
  64. 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.
  65. Burgess, Simon, 2016. "Human Capital and Education: The State of the Art in the Economics of Education," IZA Discussion Papers 9885, Institute for the Study of Labor (IZA).
  66. Dur, Robert & Glazer, Amihai, 2008. "Subsidizing Enjoyable Education," Labour Economics, Elsevier, vol. 15(5), pages 1023-1039, October.
  67. Bernal, Pedro & Mittag, Nikolas & Qureshi, Javaeria A., 2016. "Estimating effects of school quality using multiple proxies," Labour Economics, Elsevier, vol. 39(C), pages 1-10.
  68. Pedro Carneiro, 2003. "Evaluating Education Policies when the Rate of Return Varies Across Individuals," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 40(121), pages 516-529.
  69. Christian Belzil & J. Hansen & Xingfei Liu, 2012. "Dynamic Skill Accumulation, Comparative Advantages, Compulsory Schooling, and Earnings," Working Papers hal-00657931, HAL.
  70. Stacey H. Chen, 2003. "Estimating the Variance of Wages in the Presence of Selection and Unobservable Heterogeneity," Discussion Papers 03-01, University at Albany, SUNY, Department of Economics.
  71. 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.
  72. repec:inr:wpaper:221515 is not listed on IDEAS
  73. Charlotte Christiansen & Juanna Schröter Joensen, 2006. "The Risk-Return Trade-Off in Human Capital Investment," Economics Working Papers 2006-02, Department of Economics and Business Economics, Aarhus University.
  74. Nordin, Martin & Rooth , Dan-Olof, 2011. "Increasing Returns to Schooling by Ability? A Comparison Between the US and Sweden," Working Papers 2011:17, Lund University, Department of Economics.
  75. John K. Dagsvik & TorbjØrn HÆgeland & Arvid Raknerud, 2011. "Estimating the returns to schooling: a likelihood approach based on normal mixtures," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(4), pages 613-640, 06.
  76. 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.
  77. Anderberg, Dan, 2013. "Post-compulsory education: Participation and politics," European Journal of Political Economy, Elsevier, vol. 29(C), pages 134-150.
  78. Anwar Shah & Qinghua Zhang & Heng-fu Zou, 2005. "Regional Disparities of Educational Attainment in China," CEMA Working Papers 192, China Economics and Management Academy, Central University of Finance and Economics.
  79. Neal, Derek, 2006. "Why Has Black-White Skill Convergence Stopped?," Handbook of the Economics of Education, Elsevier.
  80. Peter Savelyev & Kegon Tan, 2015. "Socioemotional Skills, Education, and Health-Related Outcomes of High-Ability Individuals," Vanderbilt University Department of Economics Working Papers 15-00007, Vanderbilt University Department of Economics.
  81. 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".
  82. 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.
  83. 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.
  84. Robert Moffit, 2007. "Estimating Marginal Treatment Effects in Heterogeneous Populations," Economics Working Paper Archive 539, The Johns Hopkins University,Department of Economics.
  85. 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.
  86. John K. Dagsvik & Torbjørn Hægeland & Arvid Raknerud, 2006. "Estimation of Earnings- and Schooling Choice Relations: A Likelihood Approach," Discussion Papers 486, Statistics Norway, Research Department.
  87. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2016. "Returns to Education: The Causal Effects of Education on Earnings, Health and Smoking," NBER Working Papers 22291, National Bureau of Economic Research, Inc.
  88. Arthur Lewbel, 2002. "Ordered Response Threshold Estimation," Boston College Working Papers in Economics 535, Boston College Department of Economics, revised 29 Oct 2003.
  89. Santiago Budria, 2010. "Schooling and the distribution of wages in the European private and public sectors," Applied Economics, Taylor & Francis Journals, vol. 42(8), pages 1045-1054.
  90. Takahashi, Hidenori, 2015. "Strategic design under uncertain evaluations : structural analysis of design-build auctions," Working Papers 15-08, University of Mannheim, Department of Economics.
  91. Johannes S. Kunz & Kevin E. Staub, 2016. "Subjective completion beliefs and the demand for post-secondary education," ECON - Working Papers 218, Department of Economics - University of Zurich.
  92. Pedro Carneiro & Sokbae Lee, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," CeMMAP working papers CWP01/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  93. 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.
  94. 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.
  95. Fürnkranz-Prskawetz, Alexia & Sanchez-Romero, Miguel & d'Albis, Hippolyte, 2015. "Education, lifetime labor supply, and longevity improvements," Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112937, Verein für Socialpolitik / German Economic Association.
  96. John C. Ham & I. Serkan Ozbeklik & Lara Shore-Sheppard, 2010. "Estimating Heterogeneous Treatment Effects of Medicaid Expansions on Take-up and Crowd-out," NBER Working Papers 16112, National Bureau of Economic Research, Inc.
  97. Gabriella Conti & James J. Heckman & Sergio Urzua, 2010. "Early endowments, education, and health," Working Papers 2011-001, Human Capital and Economic Opportunity Working Group.
  98. 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.
  99. Anton L. Flossmann & Winfried Pohlmeier, 2006. "Casual Returns to Education: A Survey on Empirical Evidence for Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 226(1), pages 6-23, January.
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