A note on the generalised cross-validation criterion in linear model selection

Abstract

SUMMARY Cross-validation criteria in linear model selection are approached from a coordinate free point of view. A new generalised cross-validation criterion is derived and shown to contain the ordinary and the existing generalised cross-validation criteria as special cases.