Sharpe Ratio Analysis in High Dimensions: Residual-Based Nodewise Regression in Factor Models

Mehmet Caner, Marcelo Medeiros, Gabriel Vasconcelos

We provide a new theory for nodewise regression when the residuals from a fitted factor model are used. We apply our results to the analysis of the consistency of Sharpe ratio esti…