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

Cadirci, Mehmet Siddik et al.
arXiv (OAI Expanded) · Papers
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methodologystatistics-theory
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 thes
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