Efficient computation of mean reverting portfolios using cyclical coordinate descent

Théophile Griveau-Billion, Ben Calderhead

The econometric challenge of finding sparse mean reverting portfolios based on a subset of a large number of assets is well known. Many current state-of-the-art approaches fall int…