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Linear and Graphical Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Andersen, H. H. (EDT)/ Hojbjerre, M./ Sorensen, D./ Eriksen, Poul Svante/ Andersen, H. H. 作者

译者

1995-5 出版日期

183 页数

$ 190.97 价格

丛书系列

9780387945217 图书编码

Linear and Graphical Models 在线电子书图书标签: 机器学习数据挖掘图模型统计学习 Statistics Data-Mining

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Linear and Graphical Models 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Linear and Graphical Models 在线电子书图书描述

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.

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