Shapley-value anomaly tests equal simpler single-term tests for independent sensors but differ for correlated bivariate Gaussians, with strict superiority or inferiority depending on correlation sign.
Multivariate generalized gaussian distribution: Convexity and graph- ical models,
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Statistical Analysis of using the Shapley Value for Sensor Anomaly Localization with Accurate Classifiers
Shapley-value anomaly tests equal simpler single-term tests for independent sensors but differ for correlated bivariate Gaussians, with strict superiority or inferiority depending on correlation sign.