Large Deviations (Paperback)

This volume offers an introduction to large deviations. It is divided into two parts: theory and applications. Basic large deviation theorems are presented for i.i.d. sequences, Markov sequences, and sequences with moderate dependence. The rate function is computed explicitly. The theory is explained without too much emphasis on technicalities. Also included is an outline of general definitions and theorems. The goal is to expose the unified theme that gives large deviation theory its overall structure, which can be made to work in many concrete cases. The section on applications focuses on recent work in statistical physics and random media. This book contains 60 exercises (with solutions) that should elucidate the content and engage the reader. Prerequisites for the book are a strong background in probability and analysis and some knowledge of statistical physics. It would make an excellent textbook for a special topics course in large deviations.

General

Imprint:	American Mathematical Society
Country of origin:	United States
Series:	Fields Institute Monographs
Release date:	June 2008
Authors:	Frank den Hollander
Dimensions:	251 x 176 x 9mm (L x W x T)
Format:	Paperback
Pages:	146
ISBN-13:	978-0-8218-4435-9
Categories:	Books
LSN:	0-8218-4435-0
Barcode:	9780821844359

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