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A note on estimation of the average treatment effect and average partial effect in nonlinear models

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Author Info
Cuong Nguyen Viet () (National Economics University)
Abstract

In the literature on program impact evaluation, the popular impact parameters can the average treatment effect, the average treatment effect on the treated, the average partial effect, and the average partial effect on the treated. In empirical studies, these parameters are not always presented and estimated clearly. In addition, when outcome functions are nonlinear, the estimation of these parameters is not straightforward. This paper discusses the estimation of these parameters in nonlinear models of outcomes and illustrates the estimation in an example of a micro-credit program in Vietnam.

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File URL: http://economicsbulletin.vanderbilt.edu/2008/volume15/EB-08O10018A.pdf
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Article provided by Economics Bulletin in its journal Economics Bulletin.

Volume (Year): 15 (2008)
Issue (Month): 15 ()
Pages: 1-13
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Handle: RePEc:ebl:ecbull:v:15:y:2008:i:15:p:1-13

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Related research
Keywords: Average treatment effect; average partial effect; impact evaluation; nonlinear models; micro-credit.;

Find related papers by JEL classification:
O1 - Economic Development, Technological Change, and Growth - - Economic Development
I3 - Health, Education, and Welfare - - Welfare and Poverty

References listed on IDEAS
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  1. Glewwe, Paul, 1991. "Investigating the determinants of household welfare in Cote d'Ivoire," Journal of Development Economics, Elsevier, vol. 35(2), pages 307-337, April. [Downloadable!] (restricted)
    Other versions:
  2. Richard Blundell & Monica Costa Dias, 2002. "Alternative approaches to evaluation in empirical microeconomics," CeMMAP working papers CWP10/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
    Other versions:
  3. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097 Elsevier. [Downloadable!] (restricted)
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This page was last updated on 2009-12-12.


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