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stat.ME2022
Dimension reduction of high-dimension categorical data with two or multiple responses considering interactions between responses
Yuehan Yang
This paper models categorical data with two or multiple responses, focusing on the interactions between responses. We propose an efficient iterative procedure based on sufficient d…
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…