Linear and Graphical Models 2024 pdf epub mobi 电子书

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发表于2024-07-01

Linear and Graphical Models 2024 pdf epub mobi 电子书

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出版者:

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

出品人:

页数:183

译者:

出版时间:1995-5

价格:$ 190.97

装帧:

isbn号码:9780387945217

丛书系列:

图书标签: 机器学习数据挖掘图模型统计学习 Statistics Data-Mining

Linear and Graphical Models 2024 pdf epub mobi 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.

Linear and Graphical Models 2024 pdf epub mobi 电子书

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