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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 - encadernado, livro de bolso

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… mais…

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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 - encadernado, livro de bolso

2010, ISBN: 9783642150067

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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) - encadernado, livro de bolso

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… mais…

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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 - Livro de bolso

2011, ISBN: 9783642150067

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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 - primeira edição

2010, ISBN: 9783642150067

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

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Normal Approximation by Stein?s Method (Probability and Its Applications)
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9783642150067


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.

Dados detalhados do livro - Normal Approximation by Stein?s Method (Probability and Its Applications)


EAN (ISBN-13): 9783642150067
ISBN (ISBN-10): 3642150063
Livro de capa dura
Livro de bolso
Ano de publicação: 2010
Editor/Editora: Springer
405 Páginas
Peso: 0,747 kg
Língua: eng/Englisch

Livro na base de dados desde 2008-05-15T18:03:46+01:00 (Lisbon)
Página de detalhes modificada pela última vez em 2023-12-02T02:29:20+00:00 (Lisbon)
Número ISBN/EAN: 9783642150067

Número ISBN - Ortografia alternativa:
3-642-15006-3, 978-3-642-15006-7
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: chen, man, goldstein, larry, springer louis, stein
Título do livro: applications probability, norma, normal, for and against method, approximation, goldstein, stein der

Dados da editora

Autor: Louis H.Y. Chen; Larry Goldstein; Qi-Man Shao
Título: Probability and Its Applications; Normal Approximation by Stein’s Method
Editora: Springer; Springer Berlin
408 Páginas
Ano de publicação: 2010-10-27
Berlin; Heidelberg; DE
Impresso / Feito em
Língua: Inglês
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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