29 citations · 65 across the 21 of their papers we have counts for
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stat.ME2020★ 1 cited
Doubly Robust Direct Learning for Estimating Conditional Average Treatment Effect
Haomiao Meng, Xingye Qiao
Inferring the heterogeneous treatment effect is a fundamental problem in the sciences and commercial applications. In this paper, we focus on estimating Conditional Average Treatme…
stat.ME2014
Significance Analysis for Pairwise Variable Selection in Classification
Xingye Qiao, Yufeng Liu, J. S. Marron
The goal of this article is to select important variables that can distinguish one class of data from another. A marginal variable selection method ranks the marginal effects for c…
stat.ME2013★ 4 cited
Regularization after retention in ultrahigh dimensional linear regression models
Haolei Weng, Yang Feng, Xingye Qiao
In ultrahigh dimensional setting, independence screening has been both theoretically and empirically proved a useful variable selection framework with low computation cost. In this…