Sparse Multivariate Linear Regression with Strongly Associated Response Variables

Daeyoung Ham, Bradley S. Price, Adam J. Rothman

We propose new methods for multivariate linear regression when the regression coefficient matrix is sparse and the error covariance matrix is dense. We assume that the error covari…