Estimating Returns to Education when the IV Sample is Selective
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- Wang, Le, 2013. "Estimating returns to education when the IV sample is selective," Labour Economics, Elsevier, vol. 21(C), pages 74-85.
References listed on IDEAS
- G. Reza Arabsheibani & Altay Mussurov, 2007. "Returns to schooling in Kazakhstan," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15(2), pages 341-364, April.
- James J. Heckman & Xuesong Li, 2004.
"Selection bias, comparative advantage and heterogeneous returns to education: evidence from China in 2000,"
Pacific Economic Review,
Wiley Blackwell, vol. 9(3), pages 155-171, October.
- Heckman, James & Li, Xuesong, 2003. "Selection bias, comparative advantage and heterogeneous returns to education: Evidence from China in 2000," Working Paper Series 2003:17, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- Heckman, James J. & Li, Xuesong, 2003. "Selection Bias, Comparative Advantage and Heterogeneous Returns to Education: Evidence from China in 2000," IZA Discussion Papers 829, Institute for the Study of Labor (IZA).
- Markus Fr–lich, 2004.
"Programme Evaluation with Multiple Treatments,"
Journal of Economic Surveys,
Wiley Blackwell, vol. 18(2), pages 181-224, April.
- Markus Froelich, 2002. "Programme Evaluation with Multiple Treatments," University of St. Gallen Department of Economics working paper series 2002 2002-17, Department of Economics, University of St. Gallen.
- Frölich, Markus, 2002. "Programme Evaluation with Multiple Treatments," IZA Discussion Papers 542, Institute for the Study of Labor (IZA).
- Peter Hall & Qi Li & Jeffrey S. Racine, 2007. "Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 784-789, November.
- George Psacharopoulos & Harry Anthony Patrinos, 2004.
"Returns to investment in education: a further update,"
Education Economics,
Taylor & Francis Journals, vol. 12(2), pages 111-134.
- Psacharopoulos, George & Patrinos, Harry Anthony, 2002. "Returns to investment in education : a further update," Policy Research Working Paper Series 2881, The World Bank.
- Xiaoyan Lei & John Strauss & Meng Tian & Yaohui Zhao, 2011.
"Living Arrangements of the Elderly in China Evidence from CHARLS,"
Working Papers
WR-866, RAND Corporation.
- Lei, Xiaoyan & Strauss, John & Tian, Meng & Zhao, Yaohui, 2011. "Living Arrangements of the Elderly in China: Evidence from CHARLS," IZA Discussion Papers 6249, Institute for the Study of Labor (IZA).
- Lee, Myoung-jae, 2005. "Micro-Econometrics for Policy, Program and Treatment Effects," OUP Catalogue, Oxford University Press, number 9780199267699.
- Thomas Lemieux & David Card, 2001.
"Education, earnings, and the "Canadian G.I. Bill","
Canadian Journal of Economics,
Canadian Economics Association, vol. 34(2), pages 313-344, May.
- Thomas Lemieux & David Card, 1998. "Education, Earnings, and the "Canadian G.I. Bill"," NBER Working Papers 6718, National Bureau of Economic Research, Inc.
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
MIT Press Books,
The MIT Press,
edition 2, volume 1, number 0262232588, January.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, January.
- Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
- de Haan, Monique, 2010.
"Birth order, family size and educational attainment,"
Economics of Education Review,
Elsevier, vol. 29(4), pages 576-588, August.
- Monique de Haan, 2005. "Birth Order, Family Size and Educational Attainment," Tinbergen Institute Discussion Papers 05-116/3, Tinbergen Institute.
- Flabbi, Luca & Paternostro, Stefano & Tiongson, Erwin R., 2008.
"Returns to education in the economic transition: A systematic assessment using comparable data,"
Economics of Education Review,
Elsevier, vol. 27(6), pages 724-740, December.
- Flabbi, Luca & Paternostro, Stefano & Tiongson, Erwin R., 2007. "Returns to education in the economic transition : a systematic assessment using comparable data," Policy Research Working Paper Series 4225, The World Bank.
- Hausman, Jerry, 2015.
"Specification tests in econometrics,"
Applied Econometrics,
Publishing House "SINERGIA PRESS", vol. 38(2), pages 112-134.
- Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-1271, November.
- J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
- Lei, Xiaoyan & Strauss, John & Tian, Meng & Zhao, Yaohui, 2011.
"Living Arrangements of the Elderly in China: Evidence from CHARLS,"
IZA Discussion Papers
6249, Institute for the Study of Labor (IZA).
- Xiaoyan Lei & John Strauss & Meng Tian & Yaohui Zhao, 2011. "Living Arrangements of the Elderly in China Evidence from CHARLS," Working Papers 866, RAND Corporation.
- Joshua Angrist & Victor Lavy & Analia Schlosser, 2010. "Multiple Experiments for the Causal Link between the Quantity and Quality of Children," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 773-824, October.
- Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, number 8355.
- Gao, Wenshu & Smyth, Russell, 2011.
"Economic returns to speaking 'standard Mandarin' among migrants in China's urban labour market,"
Economics of Education Review,
Elsevier, vol. 30(2), pages 342-352, April.
- Wenshu Gao & Russell Smyth, 2009. "Economic Returns to Speaking ‘Standard Mandarin’ Among Migrants in China’s Urban Labour Market," Monash Economics Working Papers 28-09, Monash University, Department of Economics.
- Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
- Esfandiar Maasoumi & Daniel L. Millimet & Dipanwita Sarkar, 2009.
"Who Benefits from Marriage?,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 71(1), pages 1-33, February.
- Esfandiar Maasoumi & Daniel L. Millimet & Dipanwita Sarkar, 2008. "Who Benefits from Marriage?," Emory Economics 0807, Department of Economics, Emory University (Atlanta).
- Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2007.
"Access to Higher Education and Inequality: The Chinese Experiment,"
IZA Discussion Papers
2823, Institute for the Study of Labor (IZA).
- Belton Fleisher & Xiaojun Wang & Haizheng Li & Shi Li, 2009. "Access to Higher Education and Inequality: The Chinese Experiment," Working Papers 09-02, Ohio State University, Department of Economics.
- Daniel J. Henderson, 2009.
"A Non-parametric Examination of Capital-Skill Complementarity,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 71(4), pages 519-538, August.
- Henderson, Daniel J., 2008. "A Nonparametric Examination of Capital-Skill Complementarity," IZA Discussion Papers 3865, Institute for the Study of Labor (IZA).
- Mogstad, M. & Wiswall, M., 2012.
"Instrumental variables estimation with partially missing instruments,"
Economics Letters,
Elsevier, vol. 114(2), pages 186-189.
- Mogstad, Magne & Wiswall, Matthew, 2010. "Instrumental Variables Estimation with Partially Missing Instruments," IZA Discussion Papers 4689, Institute for the Study of Labor (IZA).
- Fleisher, Belton M. & Hu, Yifan & Li, Haizheng & Kim, Seonghoon, 2011. "Economic transition, higher education and worker productivity in China," Journal of Development Economics, Elsevier, vol. 94(1), pages 86-94, January.
- Li, Haizheng, 2003. "Economic transition and returns to education in China," Economics of Education Review, Elsevier, vol. 22(3), pages 317-328, June.
- CHEN, Guifu & HAMORI, Shigeyuki, 2009. "Economic returns to schooling in urban China: OLS and the instrumental variables approach," China Economic Review, Elsevier, vol. 20(2), pages 143-152, June.
- Le Wang, 2013.
"How Does Education Affect the Earnings Distribution in Urban China?,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 75(3), pages 435-454, June.
- Wang, Le, 2011. "How Does Education Affect the Earnings Distribution in Urban China?," IZA Discussion Papers 6173, Institute for the Study of Labor (IZA).
- Hsiao, Cheng & Li, Qi & Racine, Jeffrey S., 2007.
"A consistent model specification test with mixed discrete and continuous data,"
Journal of Econometrics,
Elsevier, vol. 140(2), pages 802-826, October.
- Cheng Hsiao & Qi Li & Jeff Racine, 2006. "A Consistent Model Specification Test with Mixed Discrete and Continuous Data," IEPR Working Papers 06.47, Institute of Economic Policy Research (IEPR).
- Abbigail J. Chiodo & Michael T. Owyang, 2002. "For love or money: why married men make more," The Regional Economist, Federal Reserve Bank of St. Louis, issue Apr, pages 10-11.
- Haizheng Li & Yi Luo, 2004. "Reporting errors, ability heterogeneity, and returns to schooling in China," Pacific Economic Review, Wiley Blackwell, vol. 9(3), pages 191-207, October.
- Daniel J. Henderson & Chris Papageorgiou & Christopher F. Parmeter, 2012. "Growth Empirics without Parameters," Economic Journal, Royal Economic Society, vol. 122(559), pages 125-154, March.
More about this item
Keywords
Chinese labor market; returns to education; sample selection; instrument variable estimation;JEL classification:
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
- P52 - Economic Systems - - Comparative Economic Systems - - - Comparative Studies of Particular Economies
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ALL-2013-02-03 (All new papers)
- NEP-EDU-2013-02-03 (Education)
- NEP-LMA-2013-02-03 (Labor Markets - Supply, Demand, & Wages)
- NEP-TRA-2013-02-03 (Transition Economics)
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