Uniform Central Limit Theorems
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Uniform Central Limit Theorems
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Author : R. M. Dudley
language : en
Publisher: Cambridge University Press
Release Date : 1999-07-28
Uniform Central Limit Theorems written by R. M. Dudley and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-07-28 with Mathematics categories.
This treatise by an acknowledged expert includes several topics not found in any previous book.
Uniform Central Limit Theorems
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Author : R. M. Dudley
language : en
Publisher:
Release Date : 2014
Uniform Central Limit Theorems written by R. M. Dudley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Central limit theorem categories.
Uniform Central Limit Theorems
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Author : R. M. Dudley
language : en
Publisher: Cambridge University Press
Release Date : 2014-02-24
Uniform Central Limit Theorems written by R. M. Dudley and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-24 with Mathematics categories.
In this new edition of a classic work on empirical processes the author, an acknowledged expert, gives a thorough treatment of the subject with the addition of several proved theorems not included in the first edition, including the Bretagnolle–Massart theorem giving constants in the Komlos–Major–Tusnady rate of convergence for the classical empirical process, Massart's form of the Dvoretzky–Kiefer–Wolfowitz inequality with precise constant, Talagrand's generic chaining approach to boundedness of Gaussian processes, a characterization of uniform Glivenko–Cantelli classes of functions, Giné and Zinn's characterization of uniform Donsker classes, and the Bousquet–Koltchinskii–Panchenko theorem that the convex hull of a uniform Donsker class is uniform Donsker. The book will be an essential reference for mathematicians working in infinite-dimensional central limit theorems, mathematical statisticians, and computer scientists working in computer learning theory. Problems are included at the end of each chapter so the book can also be used as an advanced text.
Uniform Central Limit Theorems
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Author : R. M. Dudley
language : en
Publisher: Cambridge University Press
Release Date : 2014-02-24
Uniform Central Limit Theorems written by R. M. Dudley and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-24 with Mathematics categories.
This expanded edition of the classic work on empirical processes now boasts several new proved theorems not in the first.
Information Theory And The Central Limit Theorem
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Author : Oliver T Johnson
language : en
Publisher: World Scientific
Release Date : 2004-07-14
Information Theory And The Central Limit Theorem written by Oliver T Johnson and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-07-14 with Mathematics categories.
This book provides a comprehensive description of a new method of proving the central limit theorem, through the use of apparently unrelated results from information theory. It gives a basic introduction to the concepts of entropy and Fisher information, and collects together standard results concerning their behaviour. It brings together results from a number of research papers as well as unpublished material, showing how the techniques can give a unified view of limit theorems.
A History Of The Central Limit Theorem
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Author : Hans Fischer
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-10-08
A History Of The Central Limit Theorem written by Hans Fischer and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-08 with Mathematics categories.
This study discusses the history of the central limit theorem and related probabilistic limit theorems from about 1810 through 1950. In this context the book also describes the historical development of analytical probability theory and its tools, such as characteristic functions or moments. The central limit theorem was originally deduced by Laplace as a statement about approximations for the distributions of sums of independent random variables within the framework of classical probability, which focused upon specific problems and applications. Making this theorem an autonomous mathematical object was very important for the development of modern probability theory.
Uniform Limit Theorems For Markov Chains
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Author : Shlomo Levental
language : en
Publisher:
Release Date : 1986
Uniform Limit Theorems For Markov Chains written by Shlomo Levental and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with categories.
Rates Of Convergence In The Central Limit Theorem
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Author : Peter Hall
language : en
Publisher:
Release Date : 1982
Rates Of Convergence In The Central Limit Theorem written by Peter Hall and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Central limit theorem categories.
Introductory Statistics 2e Hardcover Full Color
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Author : Barbara Illowsky
language : en
Publisher:
Release Date : 2023-12-14
Introductory Statistics 2e Hardcover Full Color written by Barbara Illowsky and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-14 with Business & Economics categories.
Book Publication Date: Dec 13, 2023. Full color. Introductory Statistics 2e provides an engaging, practical, and thorough overview of the core concepts and skills taught in most one-semester statistics courses. The text focuses on diverse applications from a variety of fields and societal contexts, including business, healthcare, sciences, sociology, political science, computing, and several others. The material supports students with conceptual narratives, detailed step-by-step examples, and a wealth of illustrations, as well as collaborative exercises, technology integration problems, and statistics labs. The text assumes some knowledge of intermediate algebra, and includes thousands of problems and exercises that offer instructors and students ample opportunity to explore and reinforce useful statistical skills.
Central Limit Theorems For Generalized Multilinear Forms
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Author : P. de Jong
language : en
Publisher:
Release Date : 1989
Central Limit Theorems For Generalized Multilinear Forms written by P. de Jong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Central limit theorem categories.