Streaming robust covariance estimation and sequential outlier detection

Paul Guillot, Antoine Godichon-Baggioni, Stéphane Robin +1

Robust estimation of the covariance matrix and outlier detection remain major statistical hurdles, particularly in large datasets where the rate of data contamination increases. Th…