M. Singull

Bootstrap-Calibrated Spectral Divergence Tests for Online Detection of Covariance Matrix Changes

A covariance matrix rarely distorts in a single direction: a shift can expand all variances simultaneously, shift variance along one or two principal directions, displace spectral mass without changing marginal means, or rotate the dependence structure. Default mean-shift detectors are blind to these effects, and no ex...