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Více informací o knize Wiener Chaos: Moments, Cumulants and Diagrams

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Anotace knihy

The concept of Wiener chaos generalizes to an infinite-dimensional setting the§properties of orthogonal polynomials associated with probability distributions§on the real line. It plays a crucial role in modern probability theory, with applications§ranging from Malliavin calculus to stochastic differential equations and from§probabilistic approximations to mathematical finance.§This book is concerned with combinatorial structures arising from the study§of chaotic random variables related to infinitely divisible random measures.§The combinatorial structures involved are those of partitions of finite sets,§over which Möbius functions and related inversion formulae are defined.§This combinatorial standpoint (which is originally due to Rota and Wallstrom)§provides an ideal framework for diagrams, which are graphical devices used§to compute moments and cumulants of random variables.§Several applications are described, in particular, recent limit theorems for chaotic random variables.§An Appendix presents a computer implementation in MATHEMATICA for many of the formulae.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Calculus & mathematical analysis

• Plný název: Wiener Chaos: Moments, Cumulants and Diagrams
• Podnázev: A survey with Computer Implementation
• Autor: GIOVANNI PECCATI
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 274
• EAN: 9788847056046
• ISBN: 9788847056046
• ID: 09070314
• Nakladatelství: Springer Verlag
• Hmotnost: 436 g
• Rozměry: 155 × 232 × 18 mm
• Datum vydání: 12. October 2014

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