193 citations · 492 across the 9 of their papers we have counts for
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math.ST2015
Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits
Qianchuan He, Linglong Kong, Yanhua Wang +3
Genetic studies often involve quantitative traits. Identifying genetic features that influence quantitative traits can help to uncover the etiology of diseases. Quantile regression…
math.ST2011★ 156 cited
Sparse linear discriminant analysis by thresholding for high dimensional data
Jun Shao, Yazhen Wang, Xinwei Deng +1
In many social, economical, biological and medical studies, one objective is to classify a subject into one of several classes based on a set of variables observed from the subject…