10 citations · 10 across the 2 of their papers we have counts for
2 papers
stat.ME2023
Proximal Causal Inference for Synthetic Control with Surrogates
Jizhou Liu, Eric J. Tchetgen Tchetgen, Carlos Varjão
The synthetic control method (SCM) has become a popular tool for estimating causal effects in policy evaluation, where a single treated unit is observed, and a heterogeneous set of…
stat.ME2022★ 10 cited
Validating Causal Inference Methods
Harsh Parikh, Carlos Varjao, Louise Xu +1
The fundamental challenge of drawing causal inference is that counterfactual outcomes are not fully observed for any unit. Furthermore, in observational studies, treatment assignme…