Groupwise Predictor Envelope Models for Multivariate Linear Regression

Sota Osumi, Akira Okazaki, Shuichi Kawano

Envelope methods improve estimation efficiency in multivariate analysis by isolating low-dimensional structures that contain all the information material to the parameter of intere…