Labor Supply Decisions in Germany — A Semiparametric Regression Analysis

  • Wolfram Kempe
Conference paper
Part of the Studies in Classification, Data Analysis, and Knowledge Organization book series (STUDIES CLASS)

Abstract

This paper analyzes labor supply decisions of married women in order to identify differences between East and West Germany. The semiparametric General Additive Model (GAM) was chosen to avoid assumptions about the functional type of correlation and to discover characteristics in behavior. The estimator is based on a partial integration following Linton and Nielsen (1995). The analytical features of the new estimator are easier to determine than in the traditional back-fitting algorithm. This analysis unveiled significant differences of labor supply behavior among East and West Germany.

Keywords

Income Wolfram 

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References

  1. CHEN, R.; HÄRDLE, W.; LINTON, O.B.; SEVERANCE-LOSSIN, E. (1995): Nonparametric Estimation of Additive Separable Regression Models. SFB 373 Discussion Paper Nr. 50/95, Berlin.Google Scholar
  2. DEUTSCHES IINSTITUT FUR WIRTSCHAFTSFORSCHUNG (1993): Das Sozio-ökonomische Panel, Benutzerhandbuch Bd. I und II, Version November 1993, DIW, Berlin.Google Scholar
  3. FRANZ, W. (1996): Arbeitsmarktökonomik, Springer-Verlag, Heidelberg.Google Scholar
  4. HÄRDLE, W. (1990): Applied Nonparametric Regression, Econometric Monograph Series 19, Cambridge University Press.Google Scholar
  5. HÄRDLE, W.; HALL, P. (1993): On the Backfitting Algorithm for Additive Regression Models, Statistica Neerlandica, 47, 43–57.CrossRefGoogle Scholar
  6. HÄRDLE, W.; KLINKE, S.; TURLACH, B.A. (1995): XploRe - an interactive statistical computing environment, Springer-Verlag, New York.CrossRefGoogle Scholar
  7. HASTIE, T.J.; TIBSHIRANI, R.J. (1991): Generalized Additive Models, Monographs on Statistics and Applied Probability 43, Chapman and Hall, London.Google Scholar
  8. HECKMAN, J.J. (1979): Sample Selection Bias as a Specification Error, Econometrica, 47, 153–161.CrossRefGoogle Scholar
  9. KEMPE, W. (1996): Das Arbeitsangebot verheirateter Frauen in den neuen und alten Bundesländern - Eine semiparametrische Regressionsanalyse, Universität Potsdam, Wirtschafts- und Sozialwissenschaftliche Fakultät, Statistische Diskussionsbeiträge Nr. 2/96, Potsdam.Google Scholar
  10. LINTON, O.B.; NIELSEN, J.P. (1995): A kernel method of estimating structured nonparametric regression based on marginal integration, Biometrika, 82, 93–100.CrossRefGoogle Scholar
  11. MERZ, J. (1990): Femal Labor Supply: Labor Force Participation, Market Wage Rate and Working Hours of Married and Unmarried Women in the Federal Republic of Germany, Jahrbücher für Nationalökonomie und Statistik, 207, 240–270.Google Scholar
  12. RONNING, G. (1991): Mikroökonometrie, Springer-Verlag, Berlin.Google Scholar
  13. SEVERANCE-LOSSIN, E.; SPERLICH, S. (1995): Estimation of Derivative for Additive Seperable Models, SFB 373 Discussion Paper Nr.60/95, Berlin.Google Scholar
  14. STOBERNACK, M. (1991): Das Arbeitsangebot in der Bundesrepublik Deutschland–Eine Schätzung auf der Basis des Sozio-ökonomischen Panels, Jahrbücher für Nationalökonomie und Statistik, 208, 625–641.Google Scholar
  15. STRØM, S.; WAGENHALS, G. (1991): Female Labour Supply in the Federal Republic of Germany, Jahrbücher für Nationalökonomie und Statistik, 208, 575–595.Google Scholar

Copyright information

© Springer-Verlag Berlin · Heidelberg 1998

Authors and Affiliations

  • Wolfram Kempe
    • 1
  1. 1.Institut für Wirtschaftsforschung HalleAbteilung ArbeitsmarktHalleGermany

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