Introduction to Graphical Modelling (Hardcover, 2nd ed. 2000)

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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Springer Texts in Statistics
Release date:	June 2000
First published:	2000
Authors:	David Edwards
Dimensions:	254 x 178 x 20mm (L x W x T)
Format:	Hardcover
Pages:	335
Edition:	2nd ed. 2000
ISBN-13:	978-0-387-95054-9
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Science & Mathematics > Mathematics > Combinatorics & graph theory Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
LSN:	0-387-95054-0
Barcode:	9780387950549

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