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Gender wage differences in Malaysia: parametric and semiparametric estimation

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  • Schafgans, Marcia M. A.

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  • Schafgans, Marcia M. A., 2000. "Gender wage differences in Malaysia: parametric and semiparametric estimation," Journal of Development Economics, Elsevier, vol. 63(2), pages 351-378, December.
    • Handle: RePEc:eee:deveco:v:63:y:2000:i:2:p:351-378
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    1. Rosenzweig, Mark R. & Wolpin, Kenneth I., 1988. "Migration selectivity and the effects of public programs," Journal of Public Economics, Elsevier, vol. 37(3), pages 265-289, December.
    2. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    3. Andrews, Donald W K, 1994. "Asymptotics for Semiparametric Econometric Models via Stochastic Equicontinuity," Econometrica, Econometric Society, vol. 62(1), pages 43-72, January.
    4. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    5. Andrews, Donald W K, 1991. "Asymptotic Normality of Series Estimators for Nonparametric and Semiparametric Regression Models," Econometrica, Econometric Society, vol. 59(2), pages 307-345, March.
    6. Newey, Whitney K & Powell, James L & Walker, James R, 1990. "Semiparametric Estimation of Selection Models: Some Empirical Results," American Economic Review, American Economic Association, vol. 80(2), pages 324-328, May.
    7. Arabmazar, Abbas & Schmidt, Peter, 1982. "An Investigation of the Robustness of the Tobit Estimator to Non-Normality," Econometrica, Econometric Society, vol. 50(4), pages 1055-1063, July.
    8. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    9. Gronau, Reuben, 1974. "Wage Comparisons-A Selectivity Bias," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1119-1143, Nov.-Dec..
    10. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    11. O'Neill, June & Polachek, Solomon, 1993. "Why the Gender Gap in Wages Narrowed in the 1980s," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 205-228, January.
    12. Blau, David M., 1986. "Self-employment, earnings, and mobility in Peninsular Malaysia," World Development, Elsevier, vol. 14(7), pages 839-852, July.
    13. Mazumdar, Dipak, 1991. "Malaysian labor markets under structural adjustment," Policy Research Working Paper Series 573, The World Bank.
    14. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    15. Marcia M Schafgans, 1997. "Semiparametric Estimation of a Sample Selection Model: A Simulation Study," STICERD - Econometrics Paper Series 326, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    16. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    17. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    18. Donald W. K. Andrews & Marcia M. A. Schafgans, 1998. "Semiparametric Estimation of the Intercept of a Sample Selection Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 497-517.
    19. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-694, July.
    20. Klein, Roger W & Spady, Richard H, 1993. "An Efficient Semiparametric Estimator for Binary Response Models," Econometrica, Econometric Society, vol. 61(2), pages 387-421, March.
    21. Lewis, H Gregg, 1974. "Comments on Selectivity Biases in Wage Comparisons," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1145-1155, Nov.-Dec..
    22. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    23. Blau, David M., 1985. "The effects of economic development on life cycle wage rates and labor supply behavior in Malaysia," Journal of Development Economics, Elsevier, vol. 19(1-2), pages 163-185.
    24. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
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    Cited by:

    1. Eric D. Ramstetter, 2014. "Wage Differentials between Foreign Multinationals and Local Plants and Worker Quality in Malaysian Manufacturing," Asian Development Review, MIT Press, vol. 31(2), pages 55-76, September.
    2. Ahmed, Salma & McGillivray, Mark, 2015. "Human Capital, Discrimination, and the Gender Wage Gap in Bangladesh," World Development, Elsevier, vol. 67(C), pages 506-524.
    3. Kim-Leng Goh & Nai-peng Tey, 2018. "Nai-peng Tey ; Faculty of Economics and Administration, University of Malaya Title : Personal income in Malaysia: distribution and differentials," Economics Bulletin, AccessEcon, vol. 38(2), pages 973-982.
    4. Ramstetter, Eric D., 2017. "Foreign Workers, Foreign Multinationals, and Wages after Controlling for Occupation and Sex in Malaysia’s Manufacturing Plants during the mid-1990s," AGI Working Paper Series 2017-13, Asian Growth Research Institute.
    5. Wan Liyana Mariah Wan Zainal Abidin & Zaleha Mohd Noor & Wan Azman Saini Wan Ngah, 2016. "Exploring the Glass Ceiling and Sticky Floor in Malaysia," Asian Social Science, Canadian Center of Science and Education, vol. 12(6), pages 203-203, June.
    6. Zhewen Pan, 2023. "On semiparametric estimation of the intercept of the sample selection model: a kernel approach," Papers 2302.05089, arXiv.org.
    7. Liu, Echu & Hsiao, Cheng & Matsumoto, Tomoya & Chou, Shinyi, 2009. "Maternal full-time employment and overweight children: Parametric, semi-parametric, and non-parametric assessment," Journal of Econometrics, Elsevier, vol. 152(1), pages 61-69, September.
    8. Biavaschi, Costanza, 2016. "Recovering the counterfactual wage distribution with selective return migration," Labour Economics, Elsevier, vol. 38(C), pages 59-80.
    9. Kenayathulla, Husaina Banu, 2013. "Higher levels of education for higher private returns: New evidence from Malaysia," International Journal of Educational Development, Elsevier, vol. 33(4), pages 380-393.
    10. World Bank, 2005. "Malaysia : Firm Competitiveness, Investment Climate and Growth," World Bank Publications - Reports 8310, The World Bank Group.
    11. Branko Milanovic, 2006. "Inequality and Determinants of Earnings in Malaysia, 1984–1997," Asian Economic Journal, East Asian Economic Association, vol. 20(2), pages 191-216, June.
    12. Ramstetter, Eric D., 2014. "Exporting, Education, and Wage Differentials between Foreign Multinationals and Local Plants in Indonesian and Malaysian Manufacturing," AGI Working Paper Series 2014-03, Asian Growth Research Institute.
    13. Jean-Louis Arcand & Béatrice D'hombres, 2004. "Racial discrimination in the Brazilian labour market: wage, employment and segregation effects," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(8), pages 1053-1066.
    14. Chih Cheng CHEN, 2013. "Industry Agglomeration and Wage Differentiation: An Empirical Study on Taiwan’s Manufacturing Industry," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 13(2), pages 147-160.
    15. Tilahun Temesgen, 2006. "Decomposing Gender Wage Differentials in Urban Ethiopia: Evidence from Linked Employer-Employee (LEE) Manufacturing Survey Data," Global Economic Review, Taylor & Francis Journals, vol. 35(1), pages 43-66.
    16. Anees, Muhammad & Sajjad, Muhammad & Ahmed, Ishfaq, 2011. "A counterfactual decomposition analysis of immigrants-natives earnings in Malaysia," Economics Discussion Papers 2011-51, Kiel Institute for the World Economy (IfW Kiel).
    17. Chuan Goh, 2017. "Rate-Optimal Estimation of the Intercept in a Semiparametric Sample-Selection Model," Papers 1710.01423, arXiv.org, revised Sep 2018.
    18. Liu, Ruixuan & Yu, Zhengfei, 2022. "Sample selection models with monotone control functions," Journal of Econometrics, Elsevier, vol. 226(2), pages 321-342.

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