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Introduction to Graphical Modelling

Language EnglishEnglish
Book Hardback
Book Introduction to Graphical Modelling David Edwards
Libristo code: 01384240
Publishers Springer-Verlag New York Inc., June 2000
A useful introduction to this topic for both students and researchers, with an emphasis on applicati... Full description
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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.

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About the book

Full name Introduction to Graphical Modelling
Author David Edwards
Language English
Binding Book - Hardback
Date of issue 2000
Number of pages 335
EAN 9780387950549
ISBN 0387950540
Libristo code 01384240
Publishers Springer-Verlag New York Inc.
Weight 1970
Dimensions 178 x 254 x 27

Categories

Mathematics & Science > Mathematics > Applied mathematics > Mathematical modelling
Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Combinatorics & graph theory
Technology, Engineering, Agriculture > Technology: general issues > Maths for engineers
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