Localizing Changes in High-Dimensional Regression Models

Alessandro Rinaldo, Daren Wang, Qin Wen +2

This paper addresses the problem of localizing change points in high-dimensional linear regression models with piecewise constant regression coefficients. We develop a dynamic prog…