Probability Distributions On Linear Spaces

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Probability Distributions On Linear Spaces
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Author : Nikolaĭ Nikolaevich Vakhanii͡a
language : en
Publisher: North-Holland
Release Date : 1981
Probability Distributions On Linear Spaces written by Nikolaĭ Nikolaevich Vakhanii͡a and has been published by North-Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1981 with Mathematics categories.
Probability Distributions On Linear Spaces Verojatnostnye Raspredelenija V Linejnch Prostranstvach Engl Von N N Vakhania
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Author : Nikolaj Nikolaevič Vachania
language : en
Publisher:
Release Date : 1981
Probability Distributions On Linear Spaces Verojatnostnye Raspredelenija V Linejnch Prostranstvach Engl Von N N Vakhania written by Nikolaj Nikolaevič Vachania and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1981 with categories.
Hilbert Space Methods In Probability And Statistical Inference
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Author : Christopher G. Small
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-15
Hilbert Space Methods In Probability And Statistical Inference written by Christopher G. Small and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-15 with Mathematics categories.
Explains how Hilbert space techniques cross the boundaries into the foundations of probability and statistics. Focuses on the theory of martingales stochastic integration, interpolation and density estimation. Includes a copious amount of problems and examples.
Probability In Banach Spaces
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Author : Anatole Beck
language : en
Publisher: Springer
Release Date : 2006-11-14
Probability In Banach Spaces written by Anatole Beck and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-11-14 with Mathematics categories.
Probability In Banach Spaces
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Author : Michel Ledoux
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Probability In Banach Spaces written by Michel Ledoux 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 2013-03-09 with Mathematics categories.
Isoperimetric, measure concentration and random process techniques appear at the basis of the modern understanding of Probability in Banach spaces. Based on these tools, the book presents a complete treatment of the main aspects of Probability in Banach spaces (integrability and limit theorems for vector valued random variables, boundedness and continuity of random processes) and of some of their links to Geometry of Banach spaces (via the type and cotype properties). Its purpose is to present some of the main aspects of this theory, from the foundations to the most important achievements. The main features of the investigation are the systematic use of isoperimetry and concentration of measure and abstract random process techniques (entropy and majorizing measures). Examples of these probabilistic tools and ideas to classical Banach space theory are further developed.
Topological Vector Spaces And Their Applications
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Author : V.I. Bogachev
language : en
Publisher: Springer
Release Date : 2017-05-16
Topological Vector Spaces And Their Applications written by V.I. Bogachev and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-16 with Mathematics categories.
This book gives a compact exposition of the fundamentals of the theory of locally convex topological vector spaces. Furthermore it contains a survey of the most important results of a more subtle nature, which cannot be regarded as basic, but knowledge which is useful for understanding applications. Finally, the book explores some of such applications connected with differential calculus and measure theory in infinite-dimensional spaces. These applications are a central aspect of the book, which is why it is different from the wide range of existing texts on topological vector spaces. Overall, this book develops differential and integral calculus on infinite-dimensional locally convex spaces by using methods and techniques of the theory of locally convex spaces. The target readership includes mathematicians and physicists whose research is related to infinite-dimensional analysis.
Laws Of Large Numbers For Normed Linear Spaces And Certain Frechet Spaces
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Author : W. J. Padgett
language : en
Publisher: Springer
Release Date : 2006-11-15
Laws Of Large Numbers For Normed Linear Spaces And Certain Frechet Spaces written by W. J. Padgett and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-11-15 with Mathematics categories.
These notes are somewhat self-contained with only a background knowledge of basic probability being assumed. Chapter 1 presents many of the essential definitions and results from mathematical analysis and topology that are needed, and in chapter II the definition and properties of random elements are given. The remainder of the notes is concerned with the laws of large numbers for random elements and some applications.
Linear And Graphical Models
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Author : Heidi H. Andersen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Linear And Graphical Models written by Heidi H. Andersen 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 2012-12-06 with Mathematics categories.
In the last decade, graphical models have become increasingly popular as a statistical tool. This book is the first which provides an account of graphical models for multivariate complex normal distributions. Beginning with an introduction to the multivariate complex normal distribution, the authors develop the marginal and conditional distributions of random vectors and matrices. Then they introduce complex MANOVA models and parameter estimation and hypothesis testing for these models. After introducing undirected graphs, they then develop the theory of complex normal graphical models including the maximum likelihood estimation of the concentration matrix and hypothesis testing of conditional independence.
Inverse Problem Theory And Methods For Model Parameter Estimation
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Author : Albert Tarantola
language : en
Publisher: SIAM
Release Date : 2005-01-01
Inverse Problem Theory And Methods For Model Parameter Estimation written by Albert Tarantola and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-01 with Mathematics categories.
This book proposes a general approach to the basic difficulties appearing in the resolution of inverse problems.
Probabilities On Algebraic Structures
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Author : Ulf Grenander
language : en
Publisher: Courier Corporation
Release Date : 2008-01-01
Probabilities On Algebraic Structures written by Ulf Grenander and has been published by Courier Corporation this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-01 with Mathematics categories.
This systematic approach covers semi-groups, groups, linear vector spaces, and algebra. It states and studies fundamental probabilistic problems for these spaces, focusing on concrete results. 1963 edition.