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Nonparametric estimation of distributional policy effects

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  • Rothe, Christoph

Abstract

This paper proposes a fully nonparametric procedure to evaluate the effect of a counterfactual change in the distribution of some covariates on the unconditional distribution of an outcome variable of interest. In contrast to other methods, we do not restrict attention to the effect on the mean. In particular, our method can be used to conduct inference on the change of the distribution function as a whole, its moments and quantiles, inequality measures such as the Lorenz curve or Gini coefficient, and to test for stochastic dominance. The practical applicability of our procedure is illustrated via a simulation study and an empirical example.

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Bibliographic Info

Article provided by Elsevier in its journal Journal of Econometrics.

Volume (Year): 155 (2010)
Issue (Month): 1 (March)
Pages: 56-70

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Handle: RePEc:eee:econom:v:155:y:2010:i:1:p:56-70

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Web page: http://www.elsevier.com/locate/jeconom

Related research

Keywords: Policy effects Counterfactual distribution Nonseparable model Empirical process Nonparametric regression;

References

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