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Lectures On White Noise Functionals [Hardcover]

T. Hida (Author)

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Book Description

July 4, 2008 9812560521 978-9812560520
White noise analysis is an advanced stochastic calculus that has developed extensively since three decades ago. It has two main characteristics. One is the notion of generalized white noise functionals, the introduction of which is oriented by the line of advanced analysis, and they have made much contribution to the fields in science enormously. The other characteristic is that the white noise analysis has an aspect of infinite dimensional harmonic analysis arising from the infinite dimensional rotation group. With the help of this rotation group, the white noise analysis has explored new areas of mathematics and has extended the fields of applications.

Contents: Generalized White Noise Functionals; Elemental Random Variables and Gaussian Processes; Linear Processes and Linear Fields; Harmonic Analysis Arising from Infinite Dimensional Rotation Group; Complex White Noise and Infinite Dimensional Unitary Group; Characterization of Poisson Noise; Innovation Theory; Variational Calculus for Random Fields and Operator Fields; Four Notable Roads to Quantum Dynamics.


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Review

This monograph is a valuable guide to the world of white noise analysis originated by Hida. It is full of ideas, essentials and philosophy about why analysis based upon the white noise is needed, what the white noise functionals are, how to handle stochastic processes on an applicational basis to quantum physics, how to find a natural way to formulate the infinite-dimensional harmonic analysis, etc. This book is recommendable not only to ambitious graduate students in probability or applied analysis in a broad sense, but also to researchers who work on infinite-dimensional analysis or mathematical physics, as well as to any readers who are interested in white noise analysis. --Mathematical Reviews

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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
white noise functionals, elemental random variables, infinite dimensional rotation group, windmill subgroup, infinite dimensional unitary group, complex white noise, notable roads, stochastic bilinear form, random complex systems, generalized white noise functional, white noise measure, generalized stochastic process, canonical kernel, white noise analysis, cylinder subsets, elemental noises, parameter white noise, white noise theory, isotropic dilation, homogeneous chaos, classical functional analysis, white noise approach, canonical bilinear form, complete orthonormal system, random measure
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Lévy Laplacian, Four Notable Roads, Markov Gaussian, Lévy's Brownian, Characterization of Poisson Noise, N-ple Markov, Volterra Laplacian, The Brownian, Harmonic Analysis Arising
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Front Cover | Table of Contents | First Pages | Index | Surprise Me!
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