Estimating average treatment effects from observational data using teffects

David Drukker

German Stata Users' Group Meetings 2014 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 using the regression-adjustment estimator, the inverse-probability-weighted estimator, two doubly robust estimators, and two matching estimators implemented in teffects.

Date: 2014-07-09
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Citations: View citations in EconPapers (2)

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http://fmwww.bc.edu/RePEc/dsug2014/de14_drukker_teintro.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 (2013)
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Persistent link: https://EconPapers.repec.org/RePEc:boc:dsug14:07

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