8 citations · 10 across the 11 of their papers we have counts for
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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…
econ.EM2023
On the Efficiency of Highly Stratified Experiments
Yuehao Bai, Jizhou Liu, Azeem M. Shaikh +1
This paper studies the use of highly stratified designs for the efficient estimation of a large class of treatment effect parameters that arise in the analysis of experiments. By a…
econ.EM2023★ 1 cited
Inference for Two-stage Experiments under Covariate-Adaptive Randomization
Jizhou Liu
This paper studies inference in two-stage randomized experiments under covariate-adaptive randomization. In the initial stage of this experimental design, clusters (e.g., household…