Generalized Matrix Decomposition Regression: Estimation and Inference for Two-way Structured Data

Yue Wang, Ali Shojaie, Timothy W. Randolph +2

This paper studies high-dimensional regression with two-way structured data. To estimate the high-dimensional coefficient vector, we propose the generalized matrix decomposition re…