Strengthened Chernoff-type variance bounds

Published 9 Jul 2011 in stat.ME | (1107.1754v4)

Abstract: Let $X$ be an absolutely continuous random variable from the integrated Pearson family and assume that $X$ has finite moments of any order. Using some properties of the associated orthonormal polynomial system, we provide a class of strengthened Chernoff-type variance bounds.

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