Asymptotic optimality and efficient computation of the leave-subject-out cross-validation

Ganggang Xu, Jianhua Z. Huang

Although the leave-subject-out cross-validation (CV) has been widely used in practice for tuning parameter selection for various nonparametric and semiparametric models of longitud…