Introduction to Graphical Modelling

Introduction to Graphical Modelling
Author :
Publisher : Springer Science & Business Media
Total Pages : 342
Release :
ISBN-10 : 9781461204930
ISBN-13 : 1461204933
Rating : 4/5 (933 Downloads)

Book Synopsis Introduction to Graphical Modelling by : David Edwards

Download or read book Introduction to Graphical Modelling written by David Edwards and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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