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Strategic Economic Decision-Making

Name: Strategic Economic Decision-Making
Brand: Springer, Berlin
SKU: 01428454
Price: 57.79 EUR
Availability: InStock
Author: Jeff Grover
ISBN: 9781461460398

Using Bayesian Belief Networks to Solve Complex Problems

Jeff Grover

Lingua

Inglese

Libro In brossura

Codice Libristo: 01428454

Casa editrice Springer, Berlin, settembre 2012

Strategic Economic Decision-Making: Using Bayesian Belief Networks to Solve Complex Problems is a qu... Descrizione completa

Codice Libristo: 01428454

141 b

57.79 €

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Strategic Economic Decision-Making: Using Bayesian Belief Networks to Solve Complex Problems is a quick primer on the topic that introduces readers to the basic complexities and nuances associated with learning Bayes theory and inverse probability for the first time. This brief is meant for non-statisticians who are unfamiliar with Bayes theorem, walking them through the theoretical phases of set and sample set selection, the axioms of probability, probability theory as it pertains to Bayes theorem, and posterior probabilities. All of these concepts are explained as they appear in the methodology of fitting a Bayes model, and upon completion of the text readers will be able to mathematically determine posterior probabilities of multiple independent nodes across any system available for study. Very little has been published in the area of discrete Bayes theory, and this brief will appeal to non-statisticians conducting research in the fields of engineering, computing, life sciences, and social sciences.