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Estimating intergenerational schooling mobility on censored samples: consequences and remedies

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  • Monique De Haan
  • Erik Plug

Abstract

In this paper we estimate the impact of parental schooling on child schooling, focus on the problem that children who are still in school constitute censored observations, and evaluate three solutions to it: replacement of observed with expected years of schooling, maximum likelihood approach, and elimination of all school-aged children. Using intergenerational data from the Wisconsin Longitudinal Study we test how the three correction methods deal with censored observations. The one that treats parental expectations as if they were realizations seems to fix the censoring problem quite well. Copyright (C) 2009 John Wiley & Sons, Ltd.

Suggested Citation

  • Monique De Haan & Erik Plug, 2011. "Estimating intergenerational schooling mobility on censored samples: consequences and remedies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 151-166, January/F.
  • Handle: RePEc:wly:japmet:v:26:y:2011:i:1:p:151-166
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    File URL: http://hdl.handle.net/10.1002/jae.1123
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    Cited by:

    1. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    2. repec:zbw:rwirep:0425 is not listed on IDEAS
    3. Pedro Carneiro & Costas Meghir & Matthias Parey, 2013. "Maternal Education, Home Environments, And The Development Of Children And Adolescents," Journal of the European Economic Association, European Economic Association, vol. 11, pages 123-160, January.
    4. Niknami, Susan, 2010. "Intergenerational Transmission of Education among Immigrant Mothers and their Daughters in Sweden," Working Paper Series 7/2010, Stockholm University, Swedish Institute for Social Research.
    5. Nicolas Fleury & Fabrice Gilles, 2015. "A meta-regression analysis on intergenerational transmission of education: publication bias and genuine empirical effect," TEPP Working Paper 2015-02, TEPP.
    6. Xiaohong Chen & Elie Tamer & Alexander Torgovitsky, 2011. "Sensitivity Analysis in Semiparametric Likelihood Models," Cowles Foundation Discussion Papers 1836, Cowles Foundation for Research in Economics, Yale University.
    7. Monique de Haan, 2011. "The Effect of Parents' Schooling on Child's Schooling: A Nonparametric Bounds Analysis," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 859-892.
    8. Marc Piopiunik, 2011. "Microeconometric Analyses of Education Production in Germany," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 40, March.
    9. Holmlund, Helena & Lindahl, Mikael & Plug, Erik, 2010. "The Causal Eff ect of Parent’s Schooling on Children’s Schooling," Working Paper Series, Center for Labor Studies 2010:8, Uppsala University, Department of Economics.
    10. Rud, Iryna & Van Klaveren, Chris & Groot, Wim & Maassen van den Brink, Henriëtte, 2014. "The externalities of crime: The effect of criminal involvement of parents on the educational attainment of their children," Economics of Education Review, Elsevier, vol. 38(C), pages 89-103.
    11. Marc Piopiunik, 2011. "Intergenerational Transmission of Education and Mediating Channels: Evidence from Compulsory Schooling Reforms in Germany," ifo Working Paper Series 107, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    12. Regina Flake, 2013. "Young FSU Migrants in Germany: Educational Attainment and Early Labor Market Outcomes," Ruhr Economic Papers 0425, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    13. Flake, Regina, 2013. "Young FSU Migrants in Germany: Educational Attainment and Early Labor Market Outcomes," Ruhr Economic Papers 425, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

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