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Estimation of average treatment effects based on propensity scores

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Author Info
Sascha O. Becker (University of Munich)
Andrea Ichino (European University Institute)

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Abstract

In this paper, we give a short overview of some propensity score matching estimators suggested in the evaluation literature, and we provide a set of Stata programs,which we illustrate using the National Supported Work (NSW) demonstration widely known in labor economics. Copyright 2002 by Stata Corporation.

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Publisher Info
Article provided by StataCorp LP in its journal Stata Journal.

Volume (Year): 2 (2002)
Issue (Month): 4 (November)
Pages: 358-377
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Handle: RePEc:tsj:stataj:v:2:y:2002:i:4:p:358-377

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Related research
Keywords: propensity score; matching; average treatment effect; evaluation;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, CIBC Human Capital and Productivity Project Working Papers 20035, University of Western Ontario, CIBC Human Capital and Productivity Project. [Downloadable!]
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  2. Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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This item has more than 25 citations. To prevent cluttering this page, these citations are listed on a separate page.
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This page was last updated on 2009-10-27.

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