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Normal Approximation by Stein's Method - Chen, Louis H.Y.;Goldstein, Larry;Shao, Qi-Man
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Chen, Louis H.Y.;Goldstein, Larry;Shao, Qi-Man:

Normal Approximation by Stein's Method - hardcover

2011, ISBN: 9783642150067

[ED: Hardcover], [PU: Springer / Springer Berlin Heidelberg / Springer, Berlin], Since its introduction in 1972, Stein's method has offered a completely novel way of evaluating the qualit… More...

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Normal Approximation by Stein´s Method - Louis H.Y. Chen Larry Goldstein Qi-Man Shao
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Louis H.Y. Chen Larry Goldstein Qi-Man Shao:

Normal Approximation by Stein´s Method - hardcover

2010, ISBN: 9783642150067

[ED: Gebunden], [PU: Springer Berlin Heidelberg], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. First book that presents a complete self… More...

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Normal Approximation by Stein?s Method (Probability and Its Applications) - Chen, Louis H.Y. Goldstein, Larry, Shao, Qi-Man
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Chen, Louis H.Y. Goldstein, Larry, Shao, Qi-Man:
Normal Approximation by Stein?s Method (Probability and Its Applications) - hardcover

2010

ISBN: 9783642150067

Springer, Hardcover, Auflage: 2011, 420 Seiten, Publiziert: 2010-10-27T00:00:01Z, Produktgruppe: Book, Hersteller-Nr.: 30842492, 1.68 kg, Verkaufsrang: 1015277, Books Global Store, Specia… More...

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Normal Approximation by Stein's Method - Larry Goldstein/ Louis H.Y. Chen/ Qi-Man Shao
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Larry Goldstein/ Louis H.Y. Chen/ Qi-Man Shao:
Normal Approximation by Stein's Method - Paperback

2011, ISBN: 9783642150067

*Normal Approximation by Stein's Method* - Auflage 2011 / gebundene Ausgabe für 90.99 € / Aus dem Bereich: Bücher, Wissenschaft, Mathematik Medien > Bücher nein Buch (gebunden) Hardcover;… More...

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Normal Approximation by Stein?s Method - Louis H.Y. Chen; Larry Goldstein; Qi-Man Shao
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Louis H.Y. Chen; Larry Goldstein; Qi-Man Shao:
Normal Approximation by Stein?s Method - First edition

2010, ISBN: 9783642150067

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Buch, Hardcover, 2011, [PU: Springer Berlin], Springer Berlin, 2010

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Details of the book
Normal Approximation by Stein?s Method (Probability and Its Applications)
Author:
Title:
ISBN:

3642150063


Since its introduction in 1972, Stein's method has offered a completely novel way of evaluating the quality of normal approximations. Through its characterizing equation approach, it is able to provide approximation error bounds in a wide variety of situations, even in the presence of complicated dependence. Use of the method thus opens the door to the analysis of random phenomena arising in areas including statistics, physics, and molecular biology. Though Stein's method for normal approximation is now mature, the literature has so far lacked a complete self contained treatment. This volume contains thorough coverage of the method's fundamentals, includes a large number of recent developments in both theory and applications, and will help accelerate the appreciation, understanding, and use of Stein's method by providing the reader with the tools needed to apply it in new situations. It addresses researchers as well as graduate students in Probability, Statistics and Combinatorics.

Details of the book - Normal Approximation by Stein?s Method (Probability and Its Applications)


EAN (ISBN-13): 9783642150067
ISBN (ISBN-10): 3642150063
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer
405 Pages
Weight: 0,747 kg
Language: eng/Englisch

Book in our database since 2008-05-15T18:03:46+01:00 (London)
Detail page last modified on 2023-12-02T02:29:20+00:00 (London)
ISBN/EAN: 3642150063

ISBN - alternate spelling:
3-642-15006-3, 978-3-642-15006-7
Alternate spelling and related search-keywords:
Book author: chen, man, goldstein, larry, springer louis, stein
Book title: applications probability, norma, normal, for and against method, approximation, goldstein, stein der

Information from Publisher

Author: Louis H.Y. Chen; Larry Goldstein; Qi-Man Shao
Title: Probability and Its Applications; Normal Approximation by Stein’s Method
Publisher: Springer; Springer Berlin
408 Pages
Publishing year: 2010-10-27
Berlin; Heidelberg; DE
Printed / Made in
Language: English
90,94 € (DE)
93,49 € (AT)
100,50 CHF (CH)
POD
XII, 408 p. 3 illus.

BB; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Mathematik; 60F05, 60B12, 62E17; Berry-Esseen bound, non-linear statistics; Stein’s method; exchangable pair, moderate deviations; normal approximation, zero bias; Probability Theory; Stochastik; EA; BC

Preface.- 1.Introduction.- 2.Fundamentals of Stein's Method.- 3.Berry-Esseen Bounds for Independent Random Variables.- 4.L^1 Bounds.- 5.L^1 by Bounded Couplings.- 6 L^1: Applications.- 7.Non-uniform Bounds for Independent Random Variables.- 8.Uniform and Non-uniform Bounds under Local Dependence.- 9.Uniform and Non-Uniform Bounds for Non-linear Statistics.- 10.Moderate Deviations.- 11.Multivariate Normal Approximation.- 12.Discretized normal approximation.- 13.Non-normal Approximation.- 14.Extensions.- References.- Author Index .- Subject Index.- Notation.
First book that presents a complete self-contained treatment of Stein's method Includes many recent applications Important reference for researchers and suitable for graduate student seminars Includes supplementary material: sn.pub/extras

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