Estimation of Out-of-Sample Sharpe Ratio for High Dimensional Portfolio Optimization

Xuran Meng, Yuan Cao, Weichen Wang

Portfolio optimization aims at constructing a realistic portfolio with significant out-of-sample performance, which is typically measured by the out-of-sample Sharpe ratio. However…