Non-parametric cumulants approach for outlier detection of multivariate financial data

Francesco Cesarone, Rosella Giacometti, Jacopo Maria Ricci

In this paper, we propose an outlier detection algorithm for multivariate data based on their projections on the directions that maximize the Cumulant Generating Function (CGF). We…