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- catalog abstract "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.".
- catalog contributor b8063150.
- catalog created "1995.".
- catalog date "1995".
- catalog date "1995.".
- catalog dateCopyrighted "1995.".
- catalog description "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.".
- catalog description "Includes bibliographical references (p. - ) and index.".
- catalog extent "x, 183 p. :".
- catalog identifier "0387945210 (softcover : alk. paper)".
- catalog isPartOf "Lecture notes in statistics (Springer-Verlag) ; v. 101.".
- catalog isPartOf "Lecture notes in statistics ; 101".
- catalog issued "1995".
- catalog issued "1995.".
- catalog language "eng".
- catalog publisher "New York : Springer-Verlag,".
- catalog subject "519.5/35 20".
- catalog subject "Distribution (Probability theory)".
- catalog subject "Graph theory.".
- catalog subject "Linear models (Statistics)".
- catalog subject "Mathematics.".
- catalog subject "Multivariate analysis.".
- catalog subject "QA273.6 .L53 1995".
- catalog title "Linear and graphical models : for the multivariate complex normal distribution / H.H. Andersen ... [et al.].".
- catalog type "text".