Multidimensional Gaussian Distributions

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The Multivariate Normal Distribution

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Author : Y.L. Tong
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

The Multivariate Normal Distribution written by Y.L. Tong 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 Business & Economics categories.

The multivariate normal distribution has played a predominant role in the historical development of statistical theory, and has made its appearance in various areas of applications. Although many of the results concerning the multivariate normal distribution are classical, there are important new results which have been reported recently in the literature but cannot be found in most books on multivariate analysis. These results are often obtained by showing that the multivariate normal density function belongs to certain large families of density functions. Thus, useful properties of such families immedi ately hold for the multivariate normal distribution. This book attempts to provide a comprehensive and coherent treatment of the classical and new results related to the multivariate normal distribution. The material is organized in a unified modern approach, and the main themes are dependence, probability inequalities, and their roles in theory and applica tions. Some general properties of a multivariate normal density function are discussed, and results that follow from these properties are reviewed exten sively. The coverage is, to some extent, a matter of taste and is not intended to be exhaustive, thus more attention is focused on a systematic presentation of results rather than on a complete listing of them.

Multidimensional Gaussian Distributions

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Author : Kenneth S. Miller
language : en
Publisher:
Release Date : 1964

Multidimensional Gaussian Distributions written by Kenneth S. Miller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1964 with Gaussian distribution categories.

The Multivariate Normal Distribution

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Author : Yung Liang Tong
language : en
Publisher:
Release Date : 1992

The Multivariate Normal Distribution written by Yung Liang Tong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Distribution (Probability theory) categories.

Multivariate Distributions

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Author : Kenneth S. Miller
language : en
Publisher:
Release Date : 1975

Multivariate Distributions written by Kenneth S. Miller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Mathematics categories.

Continuous Multivariate Distributions

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Author : Norman Lloyd Johnson
language : en
Publisher:
Release Date : 1972

Continuous Multivariate Distributions written by Norman Lloyd Johnson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Mathematics categories.

Multivariate Normal Distribution The Theory And Applications

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Author : Thu Pham-gia
language : en
Publisher: World Scientific
Release Date : 2021-05-05

Multivariate Normal Distribution The Theory And Applications written by Thu Pham-gia and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-05 with Business & Economics categories.

This book provides the reader with user-friendly applications of normal distribution. In several variables it is called the multinormal distribution which is often handled using matrices for convenience. The author seeks to make the arguments less abstract and hence, starts with the univariate case and moves progressively toward the vector and matrix cases. The approach used in the book is a gradual one, going from one scalar variable to a vector variable and to a matrix variable. The author presents the unified aspect of normal distribution, as well as addresses several other issues, including random matrix theory in physics. Other well-known applications, such as Herrnstein and Murray's argument that human intelligence is substantially influenced by both inherited and environmental factors, will be discussed in this book. It is a better predictor of many personal dynamics — including financial income, job performance, birth out of wedlock, and involvement in crime — than are an individual's parental socioeconomic status, or education level, and deserve to be mentioned and discussed.

The Annals Of Mathematical Statistics

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Author :
language : en
Publisher:
Release Date : 1970

The Annals Of Mathematical Statistics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1970 with Mathematical statistics categories.

Statistical Optimization For Geometric Computation Theory And Practice

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Author : Kenʼichi Kanatani
language : en
Publisher: North Holland
Release Date : 1996-03-14

Statistical Optimization For Geometric Computation Theory And Practice written by Kenʼichi Kanatani and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-03-14 with Computers categories.

This book discusses mathematical foundations of statistical inference for building a 3-D model of the environment from image and sensor data that contain noise - a central task for autonomous robots guided by video cameras and sensors. A theoretical accuracy bound is derived for the optimization procedure for maximizing the reliability of the estimation based on noisy data, and practical computational schemes that attain that bound are derived. Many synthetic and real data examples are given to demonstrate that conventional methods are not optimal and how accuracy improves if truly optimal methods are employed. Institutions to benefit from this book include, University departments related to computer science, information processing, image processing, robotics and mechatronics, governmental research organizations for computer-related advanced technology and corporate laboratories of computer and electronic industries.

Multisensor Multisource Information Fusion Architectures Algorithms And Applications

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Author :
language : en
Publisher:
Release Date : 2004

Multisensor Multisource Information Fusion Architectures Algorithms And Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computer algorithms categories.

Algorithms And Technologies For Multispectral Hyperspectral And Ultraspectral Imagery

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Author :
language : en
Publisher:
Release Date : 2007

Algorithms And Technologies For Multispectral Hyperspectral And Ultraspectral Imagery written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computer algorithms categories.