Grouping Strategies and Thresholding for High Dimensional Linear Models

Mathilde Mougeot, Dominique Picard, Karine Tribouley

The estimation problem in a high regression model with structured sparsity is investigated. An algorithm using a two steps block thresholding procedure called GR-LOL is provided. C…