72 citations · 765 across the 35 of their papers we have counts for
Showing 2015Show all
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stat.ME2015★ 62 cited
Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering
Jinyuan Chang, Wen Zhou, Wen-Xin Zhou +1
Comparing large covariance matrices has important applications in modern genomics, where scientists are often interested in understanding whether relationships (e.g., dependencies…
math.ST2015★ 30 cited
Local independence feature screening for nonparametric and semiparametric models by marginal empirical likelihood
Jinyuan Chang, Cheng Yong Tang, Yichao Wu
We consider an independence feature screening technique for identifying explanatory variables that locally contribute to the response variable in high-dimensional regression analys…