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Asymptotic bias reduction for a conditional marginal effects estimator in sample selection models

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Alpaslan Akay
Elias Tsakas

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Abstract

In this article we discuss the differences between the average marginal effect and the marginal effect of the average individual in sample selection models, estimated by the Heckman procedure. We show that the bias that emerges as a consequence of interchanging the measures, could be very significant, even in the limit. We suggest a computationally cheap approximation method, which corrects the bias to a large extent. We illustrate the implications of our method with an empirical application of earnings assimilation and a small Monte Carlo simulation.

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Publisher Info
Article provided by Taylor and Francis Journals in its journal Applied Economics.

Volume (Year): 40 (2008)
Issue (Month): 24 ()
Pages: 3101-3110
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Handle: RePEc:taf:applec:v:40:y:2008:i:24:p:3101-3110

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  1. Fotios Pasiouras & Chrysovalantis Gaganis & Constantin Zopounidis, 2008. "Regulations, Supervision Approaches and Acquisition Likelihood in the Asian Banking Industry," Asia-Pacific Financial Markets, Springer, vol. 15(2), pages 135-154, June. [Downloadable!] (restricted)
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This page was last updated on 2009-12-5.


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