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Nonparametric bounds on employment and income effects of continuous vocational training in East Germany

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  • MICHAEL LECHNER

Abstract

This paper explores the potential of an approach suggested by Manski to obtain nonparametric bounds of treatment effects in evaluation studies without knowledge of the participation process. The practical concern is the estimation of the effects of continuous vocational training in East Germany. The empirical application is based on a large cross-section that covers about 0.6% of the total population in 1993. The results are rather mixed. The large width of the intervals obtained emphasize the fundamental problem of all evaluation studies without good knowledge of the relationship between potential outcomes and the participation process. However, in some cases, suitable exclusion restrictions are indeed able to bound the treatment effects strictly away from zero.

Suggested Citation

  • Michael Lechner, 1999. "Nonparametric bounds on employment and income effects of continuous vocational training in East Germany," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 1-28.
  • Handle: RePEc:ect:emjrnl:v:2:y:1999:i:1:p:1-28
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    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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