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Introduction to Graphical Modelling

Name: Introduction to Graphical Modelling
Brand: Springer-Verlag New York Inc.
SKU: 06622526
Price: 52.69 EUR
Availability: InStock
Author: David Edwards
ISBN: 9781461267874

David Edwards

Language

English

Book Paperback

Libristo code: 06622526

Publishers Springer-Verlag New York Inc., September 2012

A useful introduction to this topic for both students and researchers, with an emphasis on applicati... Full description

Libristo code: 06622526

129 b

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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.