Fridge: focused fine-tuning of ridge regression for personalize predictions

Kristoffer Herland Hellton, Nils Lid Hjort

Statistical prediction methods typically require some form of fine-tuning of tuning parameter(s), with $K$-fold cross-validation as the canonical procedure. For ridge regression th…