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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis: 22 (Information Science and Statistics) Pdf

Download Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis: 22 (Information Science and Statistics) Pdf

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Book Description:

Bayesian Networks and Influence Diagrams: A Guide to Construction and Evaluation, Second Version, supplies a complete information for practitioners who want to perceive, assemble, and analyze clever techniques for choice help based mostly on probabilistic networks. This re-creation incorporates six new sections, as well as to absolutely-up to date examples, tables, figures, and a revised appendix. Meant primarily for practitioners, this book doesn’t require refined mathematical expertise or deep understanding of the underlying concept and strategies nor does it talk about various applied sciences for reasoning underneath uncertainty. The idea and strategies introduced are illustrated by means of greater than one hundred forty examples, and workouts are included for the reader to verify his or her degree of understanding. The methods and strategies introduced for information elicitation, mannequin development and verification, modeling methods and tips, studying fashions from data, and analyses of fashions have all been developed and refined on the idea of quite a few programs that the authors have held for practitioners worldwide.




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