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Exact Rosenthal-type bounds

Published 16 Apr 2013 in math.PR, math.ST, and stat.TH | (1304.4609v5)

Abstract: It is shown that, for any given $p\ge5$, $A>0$ and $B>0$, the exact upper bound on $\mathsf{E}|\sum X_i|p$ over all independent zero-mean random variables (r.v.'s) $X_1,\ldots,X_n$ such that $\sum\mathsf{E}X_i2=B$ and $\sum\mathsf{E}|X_i|p=A$ equals $cp\mathsf{E}|\Pi_{\lambda}-\lambda|p$, where $(\lambda ,c)\in(0,\infty)2$ is the unique solution to the system of equations $cp\lambda=A$ and $c2\lambda=B$, and $\Pi_{\lambda}$ is a Poisson r.v. with mean $\lambda$. In fact, a more general result is obtained, as well as other related ones. As a tool used in the proof, a calculus of variations of moments of infinitely divisible distributions with respect to variations of the L\'{e}vy characteristics is developed.

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