Estimating average treatment effects from observational data using teffects

After reviewing the potential-outcome framework for estimating treatment effects from observational data, this talk discusses how to estimate the average treatment effect and the average treatment effect on the treated using the regression-adjustment estimator, the inverse-probability-weighted estimator, two doubly robust estimators, and two matching estimators implemented in teffects.

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Year of publication:	2014-07-09
Authors:	Drukker, David
Institutions:	Stata User Group

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Extent:	application/pdf
Series:	German Stata Users' Group Meetings 2014.
Type of publication:	Book / Working Paper
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010795536