Generalized ridge estimator and model selection criterion in multivariate linear regression

Yuichi Mori, Taiji Suzuki

We propose new model selection criteria based on generalized ridge estimators dominating the maximum likelihood estimator under the squared risk and the Kullback-Leibler risk in mu…