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发表于2024-11-25

Introduction to Graphical Modelling 2024 pdf epub mobi 电子书

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出版者:Springer

作者:David Edwards

出品人:

页数:350

译者:

出版时间:2000-06-15

价格:USD 119.00

装帧:Hardcover

isbn号码:9780387950549

丛书系列:Springer Texts in Statistics

图书标签: 贝叶斯统计学模式识别数学 Math

Introduction to Graphical Modelling 2024 pdf epub mobi 电子书图书描述

A useful introduction to this topic for both students and researchers, with an emphasis on applications and practicalities rather than on a formal development. It is based on the popular software package for graphical modelling, MIM, freely available for downloading from the Internet. Following a description of some of the basic ideas of graphical modelling, subsequent chapters describe particular families of models, including log-linear models, Gaussian models, and models for mixed discrete and continuous variables. Further chapters cover hypothesis testing and model selection. Chapters 7 and 8 are new to this second edition and describe the use of directed, chain, and other graphs, complete with a summary of recent work on causal inference.

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