Incorporating prior information and borrowing information in high-dimensional sparse regression using the horseshoe and variational Bayes

Gino B. Kpogbezan, Mark A. van de Wiel, Wessel N. van Wieringen +1

We introduce a sparse high-dimensional regression approach that can incorporate prior information on the regression parameters and can borrow information across a set of similar da…