Detection and inference of changes in high-dimensional linear regression with non-sparse structures

Haeran Cho, Tobias Kley, Housen Li

For data segmentation in high-dimensional linear regression settings, the regression parameters are often assumed to be sparse segment-wise, which enables many existing methods to…