A Simple Approximation to the Distribution of the Ridge Regression Estimator

José Luis Montiel Olea, Ryan Strong, Amilcar Velez +2

We present a simple Gaussian approximation to the finite-sample distribution of the classical ridge regression estimator. Our approximation captures the fact that, in finite sample…