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Titlebook: Linear and Graphical Models; for the Multivariate H. H. Andersen,M. H?jbjerre,P. S. Eriksen Book 1995 Springer-Verlag New York, Inc. 1995 A

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書目名稱Linear and Graphical Models
副標題for the Multivariate
編輯H. H. Andersen,M. H?jbjerre,P. S. Eriksen
視頻videohttp://file.papertrans.cn/587/586454/586454.mp4
叢書名稱Lecture Notes in Statistics
圖書封面Titlebook: Linear and Graphical Models; for the Multivariate H. H. Andersen,M. H?jbjerre,P. S. Eriksen Book 1995 Springer-Verlag New York, Inc. 1995 A
描述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.
出版日期Book 1995
關鍵詞ANOVA; Estimator; Likelihood; Normal distribution; Random variable
版次1
doihttps://doi.org/10.1007/978-1-4612-4240-6
isbn_softcover978-0-387-94521-7
isbn_ebook978-1-4612-4240-6Series ISSN 0930-0325 Series E-ISSN 2197-7186
issn_series 0930-0325
copyrightSpringer-Verlag New York, Inc. 1995
The information of publication is updating

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Complex Normal Graphical Models,covariance selection models. We have chosen to develop this chapter without use of exponential families. We study definition of the model, maximum likelihood estimation and hypothesis testing. To verify some of the results in the chapter we use results from mathematical analysis. These can be found
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H. H. Andersen,M. H?jbjerre,D. S?rensen,P. S. Eriksenystems, which addedeven more structure to the data and made querying easier. In the late 1990s, the emergence of the Internet brought a period of relative chaos and interest in unstructured and “semistructured data” as 978-1-4471-2533-4978-1-84996-095-3Series ISSN 1868-0941 Series E-ISSN 1868-095X
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H. H. Andersen,M. H?jbjerre,D. S?rensen,P. S. Eriksenystems, which addedeven more structure to the data and made querying easier. In the late 1990s, the emergence of the Internet brought a period of relative chaos and interest in unstructured and “semistructured data” as 978-1-4471-2533-4978-1-84996-095-3Series ISSN 1868-0941 Series E-ISSN 1868-095X
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H. H. Andersen,M. H?jbjerre,D. S?rensen,P. S. Eriksenystems, which addedeven more structure to the data and made querying easier. In the late 1990s, the emergence of the Internet brought a period of relative chaos and interest in unstructured and “semistructured data” as 978-1-4471-2533-4978-1-84996-095-3Series ISSN 1868-0941 Series E-ISSN 1868-095X
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