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Chain Event Graphs
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Book Details

Format Paperback / Softback
ISBN-10 0367572311
ISBN-13 9780367572310
Publisher Taylor & Francis Ltd
Imprint CRC Press
Country of Manufacture GB
Country of Publication GB
Publication Date Jun 30th, 2020
Print length 234 Pages
Weight 470 grams
Ksh 9,350.00
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A chain event graph (CEG) is an important generalization of the Bayesian Network (BN). BNs have been extremely useful for modeling discrete processes. However, they are not appropriate for all applications. Over the past six years or so, teams of researchers led by Jim Smith have established a strong theoretical underpinning for CEGs. This book

 Written by some major contributors to the development of this class of graphical models, Chain Event Graphs introduces a viable and straightforward new tool for statistical inference, model selection and learning techniques. The book extends established technologies used in the study of discrete Bayesian Networks so that they apply in a much more general setting

 As the first book on Chain Event Graphs, this monograph is expected to become a landmark work on the use of event trees and coloured probability trees in statistics, and to lead to the increased use of such tree models to describe hypotheses about how events might unfold.

Features:

  • introduces a new and exciting discrete graphical model based on an event tree

  • focusses on illustrating inferential techniques, making its methodology accessible to a very broad audience and, most importantly, to practitioners
  • illustrated by a wide range of examples, encompassing important present and future applications

  • includes exercises to test comprehension and can easily be used as a course book
  • introduces relevant software packages




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