Treatment-Effects Reference Manual

Publisher: Stata Press
Copyright: 2017
ISBN-13: 978-1-59718-253-9
Pages: 321
Supplemental materials

Table of contents
intro Introduction to treatment-effects manual
treatment effects Introduction to treatment-effects commands


eteffects Endogenous treatment-effects estimation
eteffects postestimation Postestimation tools for eteffects
etpoisson Poisson regression with endogenous treatment effects
etpoisson postestimation Postestimation tools for etpoisson
etregress Linear regression with endogenous treatment effects
etregress postestimation Postestimation tools for etregress


stteffects Treatment-effects estimation for observational survival-time data
stteffects intro Introduction to treatment effects for observational survival-time data
stteffects ipw Survival-time inverse-probability weighting
stteffects ipwra Survival-time inverse-probability-weighted regression adjustment
stteffects postestimation Postestimation tools for stteffects
stteffects ra Survival-time regression adjustment
stteffects wra Survival-time weighted regression adjustment


tebalance Check balance after teffects or stteffects estimation
tebalance box Covariate balance box
tebalance density Covariate balance desnity
tebalance overid Test for covariate balance
tebalance summarize Covariate-balance summary statistics


teffects Treatment-effects estimation for observational data
teffects intro Introduction to treatment effects for observational data
teffects intro advanced Advanced introduction to treatment effects for observational data
teffects aipw Augmented inverse-probability weighting
teffects ipw Inverse-probability weighting
teffects ipwra Inverse-probability-weighted regression adjustment
teffects multivalued Multivalued treatment effects
teffects nnmatch Nearest-neighbor matching
teffects overlap Overlap plots
teffects postestimation Postestimation tools for teffects
teffects psmatch Propensity-score matching
teffects ra Regression adjustment


Glossary


Combined author index
Combined subject index