Influence of single observations on the choice of the penalty parameter in ridge regression

Kristoffer H. Hellton, Camilla Lingjærde, Riccardo De Bin

Penalized regression methods such as ridge regression heavily rely on the choice of a tuning or penalty parameter, which is often computed via cross-validation. Discrepancies in th…