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• Anotace
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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: Introduction to Graphical Modelling
• Autor: David Edwards
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 350
• EAN: 9781461267874
• ISBN: 9781461267874
• ID: 06622526
• Nakladatelství: Springer-Verlag New York Inc.
• Hmotnost: 677 g
• Rozměry: 254 × 178 × 18 mm
• Datum vydání: 27. September 2012

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