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Book synopsis

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.

Book details

Book category Books in English Mathematics & science Mathematics Applied mathematics

• Full title: Introduction to Graphical Modelling
• Author: David Edwards
• Language: English
• Binding: Hardback
• Number of pages: 335
• EAN: 9780387950549
• ISBN: 0387950540
• ID: 01384240
• Publisher: Springer-Verlag New York Inc.
• Weight: 1970 g
• Dimensions: 254 × 178 × 27 mm
• Date of publishing: 15. June 2000

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