Qinwen Wang

Asymptotic Normality and Confidence Intervals for Prediction Risk of the Min-Norm Least Squares Estimator

This paper quantifies the uncertainty of prediction risk for the min-norm least squares estimator in high-dimensional linear regression models. We establish the asymptotic normality of prediction risk when both the sample size and the number of features tend to infinity. Based on the newly establish…