Gaussian Measures in Finite and Infinite Dimensions

Gaussian Measures in Finite and Infinite Dimensions

by Daniel W. Stroock
Epub (Kobo), Epub (Adobe)
Publication Date: 22/02/2023

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This text provides a concise introduction, suitable for a one-semester special topics


course, to the remarkable properties of Gaussian measures on both finite and infinite


dimensional spaces. It begins with a brief resumé of probabilistic results in which Fourier


analysis plays an essential role, and those results are then applied to derive a few basic


facts about Gaussian measures on finite dimensional spaces. In anticipation of the analysis


of Gaussian measures on infinite dimensional spaces, particular attention is given to those


properties of Gaussian measures that are dimension independent, and Gaussian processes


are constructed. The rest of the book is devoted to the study of Gaussian measures on


Banach spaces. The perspective adopted is the one introduced by I. Segal and developed


by L. Gross in which the Hilbert structure underlying the measure is emphasized.


The contents of this bookshould be accessible to either undergraduate or graduate


students who are interested in probability theory and have a solid background in Lebesgue


integration theory and a familiarity with basic functional analysis. Although the focus is


on Gaussian measures, the book introduces its readers to techniques and ideas that have


applications in other contexts.

ISBN:
9783031231223
9783031231223
Category:
Probability & statistics
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
22-02-2023
Language:
English
Publisher:
Springer International Publishing

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