2 citations · 3 across the 4 of their papers we have counts for
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math.ST2020★ 1 cited
A projection-based model checking for heterogeneous treatment effect
Niwen Zhou, Xu Guo, Lixing Zhu
In this paper, we investigate the hypothesis testing problem that checks whether part of covariates / confounders significantly affect the heterogeneous treatment effect given all…
math.ST2020
The Role of Propensity Score Structure in Asymptotic Efficiency of Estimated Conditional Quantile Treatment Effect
Niwen Zhou, Xu Guo, Lixing Zhu
When a strict subset of covariates are given, we propose conditional quantile treatment effect to capture the heterogeneity of treatment effects via the quantile sheet that is the…
math.ST2020★ 2 cited
A New Procedure for Controlling False Discovery Rate in Large-Scale t-tests
Changliang Zou, Haojie Ren, Xu Guo +1
This paper is concerned with false discovery rate (FDR) control in large-scale multiple testing problems. We first propose a new data-driven testing procedure for controlling the F…