Sensitivity of propensity score methods to the specifications

In this paper, we study sensitive of propensity score methods to the specifications through Monte Carlo experiments. We find that the estimated treatment effects on the treated are not sensitive to the specifications if the unconfoundedness assumption holds. When the unconfoundedness assumption fails, the matching results can be sensitive.

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Year of publication:	2008
Authors:	Zhao, Zhong
Published in:	Economics Letters. - Elsevier, ISSN 0165-1765. - Vol. 98.2008, 3, p. 309-319
Publisher:	Elsevier

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005257648