Estimating average treatment effects from observational data using teffects

David Drukker

Italian Stata Users' Group Meetings 2013 from Stata Users Group

Abstract: 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 by the regression-adjustment estimator, the inverse-probability weighted estimator, two doubly robust estimators, and two matching estimators implemented in teffects.

Date: 2013-11-01
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http://www.stata.com/meeting/italy13/abstracts/materials/it13_drukker.pdf (application/pdf)

Related works:
Working Paper: Estimating average treatment effects from observational data using teffects (2014)
Working Paper: Estimating average treatment effects from observational data using teffects (2014)
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