Asymptotic Optimism of Random-Design Linear and Kernel Regression Models

Hengrui Luo, Yunzhang Zhu

We derived the closed-form asymptotic optimism of linear regression models under random designs, and generalizes it to kernel ridge regression. Using scaled asymptotic optimism as…