Exact inequalities for sums of asymmetric random variables, with applications
Let BS1,...BSn be independent identically distributed random variables each having the standardized Bernoulli distribution with parameter p E (0,1). Let ... if 0
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Veröffentlicht in: | Probability theory and related fields 2007-11, Vol.139 (3-4), p.605-635 |
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description | Let BS1,...BSn be independent identically distributed random variables each having the standardized Bernoulli distribution with parameter p E (0,1). Let ... if 0 |
doi_str_mv | 10.1007/s00440-007-0055-4 |
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Let ... if 0<p</=1/2 and ... . Let m>/=m,(p). Let f be such a function that f and f'' are nondecreasing and convex. Then it is proved that for all nonnegative numbers c1,...cn one has the inequality ... where ... . The lower bound m*(p) on m is exact for each p E(0,1). Moreover, ... is Schur-concave in (c 2m/1,...c2m/n). A number of corollaries are obtained, including upper bounds on generalized moments and tail probabilities of (super)martingales with differences of bounded asymmetry, and also upper bounds on the maximal function of such (super)martingales. Applications to generalized self-normalized sums and t -statistics are given. 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Let ... if 0<p</=1/2 and ... . Let m>/=m,(p). Let f be such a function that f and f'' are nondecreasing and convex. Then it is proved that for all nonnegative numbers c1,...cn one has the inequality ... where ... . The lower bound m*(p) on m is exact for each p E(0,1). Moreover, ... is Schur-concave in (c 2m/1,...c2m/n). A number of corollaries are obtained, including upper bounds on generalized moments and tail probabilities of (super)martingales with differences of bounded asymmetry, and also upper bounds on the maximal function of such (super)martingales. Applications to generalized self-normalized sums and t -statistics are given. 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Let ... if 0<p</=1/2 and ... . Let m>/=m,(p). Let f be such a function that f and f'' are nondecreasing and convex. Then it is proved that for all nonnegative numbers c1,...cn one has the inequality ... where ... . The lower bound m*(p) on m is exact for each p E(0,1). Moreover, ... is Schur-concave in (c 2m/1,...c2m/n). A number of corollaries are obtained, including upper bounds on generalized moments and tail probabilities of (super)martingales with differences of bounded asymmetry, and also upper bounds on the maximal function of such (super)martingales. Applications to generalized self-normalized sums and t -statistics are given. (ProQuest: ... denotes formula omitted)</abstract><cop>Heidelberg</cop><cop>Berlin</cop><cop>New York, NY</cop><pub>Springer</pub><doi>10.1007/s00440-007-0055-4</doi><tpages>31</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Asymmetry Distribution theory Exact sciences and technology General topics Independent variables Inequality Lower bounds Martingales Mathematical models Mathematics Probability Probability and statistics Probability theory and stochastic processes Random variables Sciences and techniques of general use Statistics Stochastic processes Studies Sums Upper bounds |
title | Exact inequalities for sums of asymmetric random variables, with applications |
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