JOURNAL ARTICLE

Tail and moment estimates for chaoses generated by symmetric random variables with logarithmically concave tails

Radosław AdamczakRafał Latała

Year: 2012 Journal:   Annales de l Institut Henri Poincaré Probabilités et Statistiques Vol: 48 (4)   Publisher: Institute of Mathematical Statistics

Abstract

We present two-sided estimates of moments and tails of polynomial chaoses of\norder at most three generated by independent symmetric random variables with\nlog-concave tails as well as for chaoses of arbitrary order generated by\nindependent symmetric exponential variables. The estimates involve only\ndeterministic quantities and are optimal up to constants depending only on the\norder of the chaos variable.\n

Keywords:
Mathematics Random variable Moment (physics) Exponential function Order (exchange) Variable (mathematics) Variables Statistical physics Polynomial Combinatorics Mathematical analysis Applied mathematics Statistics Physics Classical mechanics

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Citation History

Topics

Geometry and complex manifolds
Physical Sciences →  Mathematics →  Geometry and Topology
Point processes and geometric inequalities
Physical Sciences →  Mathematics →  Applied Mathematics
Stochastic processes and statistical mechanics
Physical Sciences →  Mathematics →  Mathematical Physics
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