6 citations · 13 across the 7 of their papers we have counts for
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stat.ME2017★ 6 cited
Sparse Variable Selection on High Dimensional Heterogeneous Data with Tree Structured Responses
Hui Liu, Xiang Liu, Jing Diao +3
We consider the problem of sparse variable selection on high dimension heterogeneous data sets, which has been taking on renewed interest recently due to the growth of biological a…
cs.LG2017★ 4 cited
A Sparse Graph-Structured Lasso Mixed Model for Genetic Association with Confounding Correction
Wenting Ye, Xiang Liu, Tianwei Yue +1
While linear mixed model (LMM) has shown a competitive performance in correcting spurious associations raised by population stratification, family structures, and cryptic relatedne…