Cross validating extensions of kernel, sparse or regular partial least squares regression models to censored data

Frédéric Bertrand, Philippe Bastien, Myriam Maumy-Bertrand

When cross-validating standard or extended Cox models, the commonly used criterion is the cross-validated partial loglikelihood using a naive or a van Houwelingen scheme -to make e…