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Covariance identities for normal variables via convex polytopes
Authors:Richard A. Vitale
Affiliation:

Department of Statistics, University of Connecticut, Storrs, CT 06269-3120, USA

Abstract:Siegel (1993) presented a covariance identity involving normal variables that seems to flout notions of dependence. Here we show that it has an explanation from an unexpected quarter: convex geometry and the centroid known as the Steiner point.
Keywords:Convex polytope   Covariance   Gaussian random variable   Steiner point
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