193 citations · 492 across the 9 of their papers we have counts for
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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…
stat.AP2011★ 193 cited
Random lasso
Sijian Wang, Bin Nan, Saharon Rosset +1
We propose a computationally intensive method, the random lasso method, for variable selection in linear models. The method consists of two major steps. In step 1, the lasso method…