Discussion of “From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation”

Rosset and Tibshirani are to be congratulated for addressing an important yet under-studied topic of modern statistics, so-called Random-X prediction in regression analysis. In statistics, Random-X...