193 citations · 492 across the 9 of their papers we have counts for
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stat.AP2013★ 142 cited
Sparse integrative clustering of multiple omics data sets
Ronglai Shen, Sijian Wang, Qianxing Mo
High resolution microarrays and second-generation sequencing platforms are powerful tools to investigate genome-wide alterations in DNA copy number, methylation and gene expression…
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…