Linear And Graphical Models

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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.

Linear And Graphical Models

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Author : Heidi H. Andersen
language : en
Publisher: Springer
Release Date : 1995-05-19

Linear And Graphical Models written by Heidi H. Andersen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-05-19 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.

Linear And Graphical Models For The Multivariate Complex Normal Distribution

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Author : Heidi H. Andersen
language : en
Publisher:
Release Date : 1993

Linear And Graphical Models For The Multivariate Complex Normal Distribution written by Heidi H. Andersen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.

Linear And Graphical Models

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Author : Heidi H Andersen
language : en
Publisher:
Release Date : 1995-05-01

Linear And Graphical Models written by Heidi H Andersen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-05-01 with categories.

Proceedings Of The 2001 International Conference On Bond Graph Modeling And Simulation Icbgm 01 Phoenix Arizona Crowne Plaza Hotel January 7 11 2001

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Author : José Joaquin Granda
language : en
Publisher:
Release Date : 2001

Proceedings Of The 2001 International Conference On Bond Graph Modeling And Simulation Icbgm 01 Phoenix Arizona Crowne Plaza Hotel January 7 11 2001 written by José Joaquin Granda and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Bond graphs categories.

Technometrics

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Author :
language : en
Publisher:
Release Date : 1991

Technometrics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Experimental design categories.

Handbook Of Graphical Models

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Author : Marloes Maathuis
language : en
Publisher: CRC Press
Release Date : 2018-11-12

Handbook Of Graphical Models written by Marloes Maathuis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-12 with Mathematics categories.

A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora of applications. Furthermore, directed graphical models allow intuitive causal interpretations and have become a cornerstone for causal inference. While there exist a number of excellent books on graphical models, the field has grown so much that individual authors can hardly cover its entire scope. Moreover, the field is interdisciplinary by nature. Through chapters by leading researchers from different areas, this handbook provides a broad and accessible overview of the state of the art. Key features: * Contributions by leading researchers from a range of disciplines * Structured in five parts, covering foundations, computational aspects, statistical inference, causal inference, and applications * Balanced coverage of concepts, theory, methods, examples, and applications * Chapters can be read mostly independently, while cross-references highlight connections The handbook is targeted at a wide audience, including graduate students, applied researchers, and experts in graphical models.

Multivariate Complex Normal Distribution In Linear Models And Graphical Models

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Author : Heidi H. Andersen
language : en
Publisher:
Release Date : 1993

Multivariate Complex Normal Distribution In Linear Models And Graphical Models written by Heidi H. Andersen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.

Journal Of The American Statistical Association

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Author :
language : en
Publisher:
Release Date : 1999

Journal Of The American Statistical Association written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Electronic journals categories.

Bulletin De L Institut International De Statistique

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Author : International Statistical Institute
language : en
Publisher:
Release Date : 1999

Bulletin De L Institut International De Statistique written by International Statistical Institute and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Statistics categories.

V. 1-5, v. 7-10 include "Bulletin bibliographique."