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Causal inference with observational data: Regression discontinuity and other methods in Stata

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Author Info
Austin Nichols () (Urban Institute)

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Abstract

This overview of implementing quasi-experimental methods of estimating causal impacts (panel methods, matching estimators, instrumental variables, and regression discontinuity) emphasizes practical considerations and Stata-specific approaches. I pay particular attention to the regression discontinuity method, which seems to be less well-known in the larger community of Stata users, but is the most well regarded of the quasi-experimental methods in those circumstances where it is appropriate. We will also examine some examples of hybrid applications of these estimation techniques.

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Paper provided by Stata Users Group in its series German Stata Users' Group Meetings 2009 with number 02.

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Date of creation: 16 Jul 2009
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Handle: RePEc:boc:dsug09:02

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