EXACT ROSENTHAL-TYPE BOUNDS

被引:12
作者
Pinelis, Iosif [1 ]
机构
[1] Michigan Technol Univ, Dept Math Sci, Houghton, MI 49931 USA
关键词
Rosenthal inequality; bounds on moments; sums of independent random variables; probability inequalities; calculus of variations; infinitely divisible distributions; Levy characteristics; INEQUALITIES; MOMENTS; SUMS;
D O I
10.1214/14-AOP942
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
It is shown that, for any given p >= 5, A > 0 and B > 0, the exact upper bound on is an element of vertical bar Sigma X-i vertical bar(p) over all independent zero-mean random variables (r.v.'s) X-1, ..., X-n such that Sigma is an element of X-i(2) = B and Sigma is an element of vertical bar X-i vertical bar(p) = A equals c(p) is an element of vertical bar Pi(lambda) - lambda vertical bar(p), where (lambda, c) is an element of (0, infinity)(2) is the unique solution to the system of equations c(p)lambda = A and c(2)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 Levy characteristics is developed.
引用
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页码:2511 / 2544
页数:34
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