Sufficient dimension reduction with additional information

Hung Hung, Chih-Yen Liu, Henry Horng-Shing Lu

Sufficient dimension reduction is widely applied to help model building between the response $Y$ and covariate $X$. While the target of interest is the relationship between $(Y,X)$…