Optimal Data Splitting for Holdout Cross-Validation in Large Covariance Matrix Estimation

Lamia Lamrani, Christian Bongiorno, Marc Potters

Cross-validation is a statistical tool that can be used to improve large covariance matrix estimation. Although its efficiency is observed in practical applications and a convergen…