D'Aspremont, Alexandre - In: Quantitative Finance 11 (2010) 3, pp. 351-364
Given multivariate time series, we study the problem of forming portfolios with maximum mean reversion while constraining the number of assets in these portfolios. We show that it can be formulated as a sparse canonical correlation analysis and study various algorithms to solve the corresponding...