68 citations · 132 across the 7 of their papers we have counts for
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stat.ME2017★ 1 cited
Balancing Method for High Dimensional Causal Inference
Thai Pham
Causal inference has received great attention across different fields from economics, statistics, education, medicine, to machine learning. Within this area, inferring causal effec…
stat.ME2017★ 1 cited
Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
Susan Athey, Guido Imbens, Thai Pham +1
There is a large literature on semiparametric estimation of average treatment effects under unconfounded treatment assignment in settings with a fixed number of covariates. More re…
stat.ME2016★ 1 cited
The Instrumental Variable Method for Estimating Local Average Treatment Regime Effects
Thai Pham, Weixin Chen
We propose the instrumental variable regime (IVR) method to estimate the causal effects of multiple sequential treatments. This method serves to address the problem of endogenous s…