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stat.ME2024
Non-zero block selector: A linear correlation coefficient measure for blocking-selection models
Weixiong Liang, Yuehan Yang
Multiple-group data is widely used in genomic studies, finance, and social science. This study investigates a block structure that consists of covariate and response groups. It exa…
stat.ME2022★ 1 cited
A sequential stepwise screening procedure for sparse recovery in high-dimensional multiresponse models with complex group structures
Weixiong Liang, Yuehan Yang
Multiresponse data with complex group structures in both responses and predictors arises in many fields, yet, due to the difficulty in identifying complex group structures, only a…