Asymptotic normality in linear regression with approximately sparse structure

Saulius Jokubaitis, Remigijus Leipus

In this paper we study the asymptotic normality in high-dimensional linear regression. We focus on the case where the covariance matrix of the regression variables has a KMS struct…