Promoting Similarity of Sparsity Structures in Integrative Analysis with Penalization

Yuan Huang, Qingzhao Zhang, Sanguo Zhang +2

For data with high-dimensional covariates but small to moderate sample sizes, the analysis of single datasets often generates unsatisfactory results. The integrative analysis of mu…