Paul Vos

Rethinking Mean Square Error: Information, Generalized Estimation, and the James–Stein Paradox

The James–Stein estimator’s dominance over maximum likelihood in mean square error has been called a paradox because maximum likelihood is known to be superior in many other respects. One response, due to Efron, is to question maximum likelihood. Another is to question MSE. We pu...