Family background variables as instruments for education in income regressions: A Bayesian analysis

Economics of Education Review - Tập 31 - Trang 515-523 - 2012
Lennart Hoogerheide1, Joern H. Block2,3, Roy Thurik2,4,5
1Department of Econometrics, Vrije Universiteit Amsterdam, De Boelelaan 1105, NL-1081 HV Amsterdam, The Netherlands
2Centre for Advanced Small Business Economics, Erasmus School of Economics, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands
3Technische Universität München, München, Germany
4Panteia/EIM Business and Policy Research, P.O. Box 7001, 2701 AA Zoetermeer, The Netherlands
5GSCM-Montpellier Business School, France

Tài liệu tham khảo

Angrist, 1991, Does compulsory school attendance affect schooling and earnings?, The Quarterly Journal of Economics, 106, 979, 10.2307/2937954 Angrist, 1996, Identification of causal effects using instrumental variables, Journal of the American Statistical Association, 91, 444, 10.1080/01621459.1996.10476902 Ashenfelter, 1999, A review of estimates of the schooling/earnings relationship, with tests for publication bias, Labour Economics, 6, 453, 10.1016/S0927-5371(99)00041-X Bayes, 1763, An essay towards solving a problem in the doctrine of chances, Philosophical Transactions of the Royal Society of London, 53, 370, 10.1098/rstl.1763.0053 Behrman, 1987, Schooling in developing countries: Which countries are the Over- and underachievers and what is the schooling impact?, Economics of Education Review, 6, 111, 10.1016/0272-7757(87)90045-8 Blackburn, 1993, Omitted-ability bias and the increase in the return to schooling, Journal of Labor Economics, 11, 521, 10.1086/298306 Blackburn, 1995, Are OLS estimates of the return to schooling biased downward? Another look, The Review of Economics and Statistics, 77, 217, 10.2307/2109861 Block, J., Hoogerheide, L., Thurik, R. Education and entrepreneurial choice: An instrumental variables analysis. International Small Business Journal, doi:10.1177/0266242611400470, in press Brunello, 2004, Education and earnings growth: Evidence from 11 European countries, Economics of Education Review, 23, 75, 10.1016/S0272-7757(03)00048-7 Bound, 1995, Problems with instrumental variables estimation when the correlation between the instruments and the endogenous explanatory variable is weak, Journal of the American Statistical Association, 90, 443 Card, 2001, Estimating the returns to schooling: Progress on some persistent econometric problems, Econometrica, 69, 1127, 10.1111/1468-0262.00237 Conley, 2012, Plausibly exogenous, The Review of Economics and Statistics, 94, 260, 10.1162/REST_a_00139 Deaton, A. S. (2009). Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development. NBER working paper 14690. Dickson, 2011, Economic returns to education: What we know, what we don’t know, and where we are going—some brief pointers, Economics of Education Review, 30, 1118, 10.1016/j.econedurev.2011.08.003 Evans, 1989, An estimated model of entrepreneurial choice under liquidity constraints, Journal of Political Economy, 97, 808, 10.1086/261629 Fabra, 2009, Direct and indirect effects of education on job satisfaction: A structural equation model for the Spanish case, Economics of Education Review, 28, 600, 10.1016/j.econedurev.2008.12.002 Flabbi, 2008, Returns to education in the economic transition: A systematic assessment using comparable data, Economics of Education Review, 27, 724, 10.1016/j.econedurev.2007.09.011 Geman, 1984, Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 6, 721, 10.1109/TPAMI.1984.4767596 García-Mainar, 2005, Education returns of wage earners and self-employed workers: Portugal vs. Spain, Economics of Education Review, 24, 161, 10.1016/j.econedurev.2004.07.004 Griliches, 1972, Education, income, and ability, Journal of Political Economy, 80, S74, 10.1086/259988 Hoogerheide, 2007, On the shape of posterior densities and credible sets in instrumental variable regression models with reduced rank: An application of flexible sampling methods using neural networks, Journal of Econometrics, 139, 154, 10.1016/j.jeconom.2006.06.009 Hoogerheide, 2007, Natural conjugate priors for the instrumental variables regression model applied to the Angrist–Krueger data, Journal of Econometrics, 138, 63, 10.1016/j.jeconom.2006.05.015 Hoogerheide, L. F., Opschoor, A., Van Dijk, H. K. (2011). A class of adaptive EM-based importance sampling algorithms for efficient and robust posterior and predictive simulation. Tinbergen Institute Discusion Paper 11-004/4. Kennedy, 2008 Kleibergen, 2003, Bayesian and classical approaches to instrumental variable regression, Journal of Econometrics, 114, 29, 10.1016/S0304-4076(02)00219-1 Lancaster, 2005 Oosterbeek, 2007, Wage effects of an extra year of basic vocational education, Economics of Education Review, 26, 408, 10.1016/j.econedurev.2006.07.013 Parker, 2006, Schooling, capital constraints, and entrepreneurial performance: The endogenous triangle, Journal of Business & Economic Statistics, 24, 416, 10.1198/073500106000000215 Patrinos, 2011, Quality of schooling, returns to schooling and the 1981 vouchers reform in Chile, World Development, 10.1016/j.worlddev.2011.04.018 Psacharopoulos, 2004, Returns to investment in education: A further update, Education Economics, 12, 111, 10.1080/0964529042000239140 Trostel, 2002, Estimates of the economic return to schooling for 28 countries, Labour Economics, 9, 1, 10.1016/S0927-5371(01)00052-5 Wagner, 1993, The English language public use file of the German Socio-Economic Panel Study, The Journal of Human Resources, 28, 429 Wagner, 2007, The German Socio-Economic Panel Study (SOEP)–scope, evolution and enhancements, Schmollers Jahrbuch, 127, 139, 10.3790/schm.127.1.139 Webbink, 2005, Causal effects in education, Journal of Economic Surveys, 19, 535, 10.1111/j.0950-0804.2005.00258.x