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

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Discussion of “From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation”
Journal of the American Statistical Association ( IF 3.0 ) Pub Date : 2020-01-02 , DOI: 10.1080/01621459.2018.1543597
Xiaotong Shen, Hsin-Cheng Huang

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...

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