Linear and Graphical Models: for the Multivariate Complex Normal Distribution (Lecture Notes in Statistics)

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9780387945217: Linear and Graphical Models: for the Multivariate Complex Normal Distribution (Lecture Notes in Statistics)
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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.

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Heidi H. Andersen, Malene Hojbjerre, Dorte Sorensen, Poul S. Eriksen
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Book Description Springer-Verlag New York Inc., United States, 1995. Paperback. Condition: New. Language: English. Brand new Book. 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. Softcover reprint of the original 1st ed. 1995. Seller Inventory # LIE9780387945217

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Heidi H. Andersen, Malene Hojbjerre, D. Sorensen,
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Book Description Springer-Verlag New York Inc., United States, 1995. Paperback. Condition: New. Language: English. Brand new Book. 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. Softcover reprint of the original 1st ed. 1995. Seller Inventory # AAV9780387945217

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Book Description Springer-Verlag New York Inc., United States, 1995. Paperback. Condition: New. Language: English. Brand new Book. 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. Softcover reprint of the original 1st ed. 1995. Seller Inventory # AAV9780387945217

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Book Description Springer, 1995. PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9780387945217

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Book Description Springer, 1995. Paperback. Condition: NEW. 9780387945217 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Seller Inventory # HTANDREE0411186

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