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Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling

Citations

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Cited by:

  1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
  2. Vincenzo Andrietti & Xuejuan Su, 2019. "The Impact of Schooling Intensity on Student Learning: Evidence from a Quasi-Experiment," Education Finance and Policy, MIT Press, vol. 14(4), pages 679-701, Fall.
  3. Kling, Jeffrey R, 2001. "Interpreting Instrumental Variables Estimates of the Returns to Schooling," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 358-364, July.
  4. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
  5. Etilé, F, 2008. "Food Price Policies and the Distribution of Body Mass Index: Theory and Empirical Evidence from France," Health, Econometrics and Data Group (HEDG) Working Papers 08/10, HEDG, c/o Department of Economics, University of York.
  6. Cunha, Flavio & Heckman, James J., 2007. "Identifying and Estimating the Distributions of Ex Post and Ex Ante Returns to Schooling," Labour Economics, Elsevier, vol. 14(6), pages 870-893, December.
  7. Belzil, Christian & Leonardi, Marco, 2007. "Can risk aversion explain schooling attainments? Evidence from Italy," Labour Economics, Elsevier, vol. 14(6), pages 957-970, December.
  8. Ralph Stinebrickner & Todd R. Stinebrickner, 2003. "Working during School and Academic Performance," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 449-472, April.
  9. Pohlmeier, Winfried & Pfeiffer, Friedhelm & Maier, Michael, 2004. "Returns to Education and Individual Heterogeneity," ZEW Discussion Papers 04-34, ZEW - Leibniz Centre for European Economic Research.
  10. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
  11. Lance Lochner & Alexander Monge-Naranjo, 2012. "Credit Constraints in Education," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 225-256, July.
  12. Christian Belzil, 2008. "Testing the Specification of the Mincer Wage Equation," Annals of Economics and Statistics, GENES, issue 91-92, pages 427-451.
  13. Gordon Dahl, 2010. "Early teen marriage and future poverty," Demography, Springer;Population Association of America (PAA), vol. 47(3), pages 689-718, August.
  14. Tricia Gladden & Christopher Taber, 2009. "The relationship between wage growth and wage levels," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(6), pages 914-932.
  15. Christian Belzil & Jörgen Hansen, 2002. "Unobserved Ability and the Return to Schooling," Econometrica, Econometric Society, vol. 70(5), pages 2075-2091, September.
  16. Te Lai, 2015. "Regional Capital Mobility in China: An Endogenous Parameter Approach," Applied Economics and Finance, Redfame publishing, vol. 2(3), pages 63-75, August.
  17. Jean-Pierre Florens & James Heckman & Costas Meghir & Edward Vytlacil, 2002. "Instrumental variables, local instrumental variables and control functions," CeMMAP working papers CWP15/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  18. Tobias Klein, 2013. "College education and wages in the U.K.: estimating conditional average structural functions in nonadditive models with binary endogenous variables," Empirical Economics, Springer, vol. 44(1), pages 135-161, February.
  19. Giuseppe Migali & Ian Walker, 2018. "Estimates of the Causal Effects of Education on Earnings over the Life Cycle with Cohort Effects and Endogenous Education," CESifo Economic Studies, CESifo, vol. 64(3), pages 516-544.
  20. Salvanes, Kjell G & Aakvik, Arild & Vaage, Kjell, 2003. "Measuring Heterogeneity in the Returns to Education in Norway Using Educational Reforms," CEPR Discussion Papers 4088, C.E.P.R. Discussion Papers.
  21. James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
  22. Heckman, James J. & Schmierer, Daniel, 2010. "Tests of hypotheses arising in the correlated random coefficient model," Economic Modelling, Elsevier, vol. 27(6), pages 1355-1367, November.
  23. Asmaa Elbadawy, 2013. "The Effect of Tutoring on Secondary Streaming in Egypt," Working Papers 769, Economic Research Forum, revised Sep 2013.
  24. Alfaro-Urena, Alonso & Manelici, Isabela & Vasquez, Jose P, 2019. "The Effects of Multinationals on Workers: Evidence from Costa Rica," Institute for Research on Labor and Employment, Working Paper Series qt51r419w9, Institute of Industrial Relations, UC Berkeley.
  25. Barry R. Chiswick, 2006. "Jacob Mincer, Experience and the Distribution of Earnings," Springer Books, in: Shoshana Grossbard (ed.), Jacob Mincer A Pioneer of Modern Labor Economics, chapter 10, pages 109-126, Springer.
  26. Hoderlein, Stefan & Holzmann, Hajo & Meister, Alexander, 2017. "The triangular model with random coefficients," Journal of Econometrics, Elsevier, vol. 201(1), pages 144-169.
  27. Mwabu, Germano, 2008. "The Production of Child Health in Kenya: A Structural Model of Birth Weight," Working Papers 52, Yale University, Department of Economics.
  28. James J. Heckman, 2000. "Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective," The Quarterly Journal of Economics, Oxford University Press, vol. 115(1), pages 45-97.
  29. M. Christopher Auld & Nirmal Sidhu, 2005. "Schooling, cognitive ability and health," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1019-1034, October.
  30. Andrei Zeleneev & Kirill Evdokimov, 2023. "Simple estimation of semiparametric models with measurement errors," CeMMAP working papers 10/23, Institute for Fiscal Studies.
  31. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2008. "Earnings Functions and Rates of Return," Journal of Human Capital, University of Chicago Press, vol. 2(1), pages 1-31.
  32. Xavier d'Haultfoeuille & Stefan Hoderlein & Yuya Sasaki, 2013. "Nonlinear difference-in-differences in repeated cross sections with continuous treatments," CeMMAP working papers 40/13, Institute for Fiscal Studies.
  33. Kirill S. Evdokimov & Andrei Zeleneev, 2023. "Simple Estimation of Semiparametric Models with Measurement Errors," Papers 2306.14311, arXiv.org.
  34. Gordon B. Dahl & Lance Lochner, 2012. "The Impact of Family Income on Child Achievement: Evidence from the Earned Income Tax Credit," American Economic Review, American Economic Association, vol. 102(5), pages 1927-1956, August.
  35. Flossmann Anton L. & Pohlmeier Winfried, 2006. "Causal Returns to Education: A Survey on Empirical Evidence for Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(1), pages 6-23, February.
  36. Cornelissen, Thomas & Dustmann, Christian & Raute, Anna & Schönberg, Uta, 2016. "From LATE to MTE: Alternative methods for the evaluation of policy interventions," Labour Economics, Elsevier, vol. 41(C), pages 47-60.
  37. Joseph G. Altonji & Rosa L. Matzkin, 2001. "Panel Data Estimators for Nonseparable Models with Endogenous Regressors," NBER Technical Working Papers 0267, National Bureau of Economic Research, Inc.
  38. Arthur Lewbel & Krishna Pendakur, 2017. "Unobserved Preference Heterogeneity in Demand Using Generalized Random Coefficients," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 1100-1148.
  39. Michael Bates & Seolah Kim, 2019. "Estimating the Price Elasticity of Gasoline Demand in Correlated Random Coefficient Models with Endogeneity," Working Papers 202021, University of California at Riverside, Department of Economics, revised Jul 2020.
  40. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
  41. Friedhelm PFEIFFER & Winfried POHLMEIER, 2011. "Causal Returns to Schooling and Individual Heterogeneity," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 8, pages 29-41, December.
  42. Naderi, A. & Mace, J., 2003. "Education and earnings: a multilevel analysis: A case study of the manufacturing sector in Iran," Economics of Education Review, Elsevier, vol. 22(2), pages 143-156, April.
  43. Hansen, Jörgen & Belzil, Christian, 2002. "Earnings Dispersion, Risk Aversion and Education," CEPR Discussion Papers 3600, C.E.P.R. Discussion Papers.
  44. Juvenal, Luciana & Santos Monteiro, Paulo, 2017. "Trade and synchronization in a multi-country economy," European Economic Review, Elsevier, vol. 92(C), pages 385-415.
  45. Francis J. DiTraglia & Camilo Garcia-Jimeno & Rossa O'Keeffe-O'Donovan & Alejandro Sanchez-Becerra, 2020. "Identifying Causal Effects in Experiments with Spillovers and Non-compliance," Papers 2011.07051, arXiv.org, revised Jan 2023.
  46. Kumar, Anil & Liang, Che-Yuan, 2020. "Estimating taxable income responses with elasticity heterogeneity," Journal of Public Economics, Elsevier, vol. 188(C).
  47. David Card & Alessandra Fenizia & David Silver, 2019. "The Health Impacts of Hospital Delivery Practices," NBER Working Papers 25986, National Bureau of Economic Research, Inc.
  48. Kim, Chang-Jin, 2009. "Markov-switching models with endogenous explanatory variables II: A two-step MLE procedure," Journal of Econometrics, Elsevier, vol. 148(1), pages 46-55, January.
  49. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
  50. Li, Mingliang & Tobias, Justin L., 2011. "Bayesian inference in a correlated random coefficients model: Modeling causal effect heterogeneity with an application to heterogeneous returns to schooling," Journal of Econometrics, Elsevier, vol. 162(2), pages 345-361, June.
  51. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," Review of Economic Studies, Oxford University Press, vol. 83(2), pages 768-809.
  52. Cabus, Sofie J. & De Witte, Kristof, 2011. "Does school time matter?—On the impact of compulsory education age on school dropout," Economics of Education Review, Elsevier, vol. 30(6), pages 1384-1398.
  53. Michael Bates & Seolah Kim, 2019. "Estimating the Price Elasticity of Gasoline Demand in Correlated Random Coefficient Models with Endogeneity," Working Papers 202304, University of California at Riverside, Department of Economics, revised Aug 2023.
  54. Boschi, Melisso & Girardi, Alessandro & Ventura, Marco, 2014. "Partial credit guarantees and SMEs financing," Journal of Financial Stability, Elsevier, vol. 15(C), pages 182-194.
  55. Cheng Hsiao & Qi Li & Zhongwen Liang & Wei Xie, 2019. "Panel Data Estimation for Correlated Random Coefficients Models," Econometrics, MDPI, vol. 7(1), pages 1-18, February.
  56. Douglas Gollin & Christopher Udry, 2021. "Heterogeneity, Measurement Error, and Misallocation: Evidence from African Agriculture," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 1-80.
  57. Djebbari, Habiba & Smith, Jeffrey, 2008. "Heterogeneous impacts in PROGRESA," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 64-80, July.
  58. Åslund, Olof & Fredriksson, Peter, 2005. "Ethnic enclaves and welfare cultures - quasi-experimental evidence," Working Paper Series 2005:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  59. 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.
  60. Letort, Elodie & Carpentier, Alain, 2009. "Endogeneity of acreage choices in input allocation equations: implied problems and a solution," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49217, Agricultural and Applied Economics Association.
  61. Martin Browning & Jesus Carro, 2006. "Heterogeneity and Microeconometrics Modelling," CAM Working Papers 2006-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  62. Stepan Jurajda, 2003. "Does the Short Supply of College Education Bite?," CERGE-EI Working Papers wp213, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  63. Štìpán Jurajda, 2005. "Czech Relative Wages and Returns to Schooling: Does the Short Supply of College Education Bite? (in English)," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 55(1-2), pages 83-95, January.
  64. Pallab Ghosh & Kevin Grier & Jaeho Kim, 2021. "Heterogeneous endogeneity," Statistical Papers, Springer, vol. 62(2), pages 847-886, April.
  65. Ivar Ekeland & James Heckman & Lars Nesheim, 2002. "Identification and estimation of hedonic models," CeMMAP working papers 07/02, Institute for Fiscal Studies.
  66. Shan-Ying Chu & Hau Chyi, 2015. "Welfare use and children's longer-term achievement," Applied Economics, Taylor & Francis Journals, vol. 47(39), pages 4200-4207, August.
  67. Heckman, James J. & Schmierer, Daniel & Urzua, Sergio, 2010. "Testing the correlated random coefficient model," Journal of Econometrics, Elsevier, vol. 158(2), pages 177-203, October.
  68. Stefan Hoderlein & Hajo Holzmann & Alexander Meister, 2015. "The triangular model with random coefficients," CeMMAP working papers 33/15, Institute for Fiscal Studies.
  69. Jean-Louis ARCAND & Béatrice D'HOMBRES & Paul GYSELINCK, 2004. "Instrument Choice and the Returns to Education: New Evidence from Vietnam," Working Papers 200422, CERDI.
  70. Thomas Lemieux, 2014. "Occupations, fields of study and returns to education," Canadian Journal of Economics, Canadian Economics Association, vol. 47(4), pages 1047-1077, November.
  71. Samuele Centorrino & Aman Ullah & Jing Xue, 2019. "Semiparametric Estimation of Correlated Random Coefficient Models without Instrumental Variables," Papers 1911.06857, arXiv.org.
  72. Christophe Kolodziejczyk, 2006. "Retirement and Fixed Costs to Work: An Empirical Analysis," CAM Working Papers 2006-09, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  73. Leonardo Fabio Morales & Carlos Medina, 2017. "Assessing the Effect of Payroll Taxes on Formal Employment: The Case of the 2012 Tax Reform in Colombia," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2017), pages 75-124, November.
  74. Black Dan & Daniel Kermit & Smith Jeffrey, 2005. "College Quality and Wages in the United States," German Economic Review, De Gruyter, vol. 6(3), pages 415-443, August.
  75. Marcelo Soto, 2006. "The Causal Effect of Education on Aggregate Income," Working Papers 0605, International Economics Institute, University of Valencia.
  76. Germano Mwabu, 2008. "The Production of Child Health in Kenya: A Structural Model of Birth Weight," Working Papers 963, Economic Growth Center, Yale University.
  77. Mintz, Ofer & Gilbride, Timothy J. & Lenk, Peter & Currim, Imran S., 2021. "The right metrics for marketing-mix decisions," International Journal of Research in Marketing, Elsevier, vol. 38(1), pages 32-49.
  78. Jared Hutchins & Brent Hueth & Guilherme Rosa, 2019. "Quantifying Heterogeneous Returns to Genetic Selection: Evidence from Wisconsin Dairies," NBER Chapters, in: Economics of Research and Innovation in Agriculture, pages 81-105, National Bureau of Economic Research, Inc.
  79. Lee, Sokbae, 2007. "Endogeneity in quantile regression models: A control function approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1131-1158, December.
  80. D’Haultfœuille, Xavier & Hoderlein, Stefan & Sasaki, Yuya, 2023. "Nonparametric difference-in-differences in repeated cross-sections with continuous treatments," Journal of Econometrics, Elsevier, vol. 234(2), pages 664-690.
  81. Khan, Bilal Muhammad, 2019. "Education Occupation Mismatch in Developing countries," MPRA Paper 92324, University Library of Munich, Germany.
  82. 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.
  83. Christian Belzil & Jörgen Hansen, 2001. "Heterogeneous Returns to Human Capital and Dynamic Self-Selection," CIRANO Working Papers 2001s-10, CIRANO.
  84. Carl-Johan Dalgaard & Henrik Hansen, 2017. "The Return to Foreign Aid," Journal of Development Studies, Taylor & Francis Journals, vol. 53(7), pages 998-1018, July.
  85. Karim Chalak, 2012. "Identification of Average Random Coefficients under Magnitude and Sign Restrictions on Confounding," Boston College Working Papers in Economics 816, Boston College Department of Economics.
  86. James J. Heckman, 2005. "Micro Data, Heterogeneity and the Evaluation of Public Policy Part 2," The American Economist, Sage Publications, vol. 49(1), pages 16-44, March.
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  88. Flávio Cunha & Irma Elo & Jennifer Culhane, 2013. "Eliciting Maternal Expectations about the Technology of Cognitive Skill Formation," NBER Working Papers 19144, National Bureau of Economic Research, Inc.
  89. Louise Laage, 2020. "A Correlated Random Coefficient Panel Model with Time-Varying Endogeneity," Papers 2003.09367, arXiv.org, revised Nov 2022.
  90. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
  91. Zeng, Shuwei & Gould, Brian & Thorne, Fiona & Laepple, Doris, "undated". "EU Milk Quota Elimination: Has the Productivity of Irish Dairy Farms Been Impacted?," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 261218, Agricultural and Applied Economics Association.
  92. Allen, Linda & Gottesman, Aron A. & Peng, Lin, 2012. "The impact of joint participation on liquidity in equity and syndicated bank loan markets," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 50-78.
  93. 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).
  94. Michael Bates & Seolah Kim, 2019. "Per-Cluster Instrumental Variables Estimation: Uncovering the Price Elasticity of the Demand for Gasoline," Working Papers 202003, University of California at Riverside, Department of Economics.
  95. Klein, Tobias J., 2010. "Heterogeneous treatment effects: Instrumental variables without monotonicity?," Journal of Econometrics, Elsevier, vol. 155(2), pages 99-116, April.
  96. Harry Patrinos & Chris Sakellariou, 2005. "Schooling and Labor Market Impacts of a Natural Policy Experiment," LABOUR, CEIS, vol. 19(4), pages 705-719, December.
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  122. Christophe Kolodziejczyk, 2006. "A Note on the Correlated Random Coefficient Model," CAM Working Papers 2006-10, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  123. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
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  128. Stephen V. Cameron & Christopher Taber, 2004. "Estimation of Educational Borrowing Constraints Using Returns to Schooling," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 132-182, February.
  129. Wooldridge, Jeffrey M., 2003. "Further results on instrumental variables estimation of average treatment effects in the correlated random coefficient model," Economics Letters, Elsevier, vol. 79(2), pages 185-191, May.
  130. Escanciano, Juan Carlos, 2023. "Irregular identification of structural models with nonparametric unobserved heterogeneity," Journal of Econometrics, Elsevier, vol. 234(1), pages 106-127.
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  132. Wang, Yaqi & Yu, Miaojie, 2021. "Imports and RMB exchange rate pass-through: The role of quality sorting," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 470-487.
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  134. Islam, TM Tonmoy, 2013. "Childhood neighborhood conditions and the persistence of adult income," Regional Science and Urban Economics, Elsevier, vol. 43(4), pages 684-693.
  135. Gauri, Dinesh K. & Ratchford, Brian & Pancras, Joseph & Talukdar, Debabrata, 2017. "An Empirical Analysis of the Impact of Promotional Discounts on Store Performance," Journal of Retailing, Elsevier, vol. 93(3), pages 283-303.
  136. Luciana Juvenal, Luciana; Santos Monteiro, Paulo, 2010. "Trade and Synchronization in a Multi-Country Economy," CAGE Online Working Paper Series 31, Competitive Advantage in the Global Economy (CAGE).
  137. Stephen Cameron & Christopher Taber, 2000. "Borrowing Constraints and the Returns to Schooling," NBER Working Papers 7761, National Bureau of Economic Research, Inc.
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