Introduction to Graphical Modelling

Language: English

Published by Springer, Copernicus, 2012

1461267870 / 9781461267874

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Druck auf Anfrage Neuware - Printed after ordering - Graphic modelling is a form of multivariate analysis that uses graphs to represent models. These graphs display the structure of dependencies, both associational and causal, between the variables in the model. This textbook provides an introduction to graphical modelling with emphasis on applications and practicalities rather than on a formal development. It is based on the popular software package for graphical modelling, MIM, a freeware version of which can be downloaded from the Internet. Following an introductory chapter which sets the scene and describes 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 the second edition. Chapter 7 describes the use of directed graphs, chain graphs, and other graphs. Chapter 8 summarizes some recent work on causal inference, relevant when graphical models are given a causal interpretation. This book will provide a useful introduction to this topic for students and researchers.

Seller Inventory # 9781461267874

Title
Introduction to Graphical Modelling
Author
David Edwards
Publisher
Springer, Copernicus
Publication year
2012
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461267870
ISBN 13
9781461267874
Edition
2nd Edition
Item weight
670 grams
Dimensions
254x178x20 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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