Dense Signals, Linear Estimators, and Out-of-Sample Prediction for High-Dimensional Linear Models

Lee Dicker

Motivated by questions about dense (non-sparse) signals in high-dimensional data analysis, we study the unconditional out-of-sample prediction error (predictive risk) associated wi…