Title: Bayesian Networks and BayesiaLab: A Practical Introduction for Researchers
Publisher: Bayesia USA
Publication Date: 2015
Language: English
ISBN 10: 0996533303
ISBN 13: 9780996533300
Binding: Paperback
Condition: new

About this title

Synopsis

This practical introduction is geared towards scientists who wish to employ Bayesian networks for applied research using the BayesiaLab software platform. Through numerous examples, this book illustrates how implementing Bayesian networks involves concepts from many disciplines, including computer science, probability theory, information theory, machine learning, and statistics. Each chapter explores a real-world problem domain, exploring aspects of Bayesian networks and simultaneously introducing functions of BayesiaLab. The book can serve as a self-study guide for learners and as a reference manual for advanced practitioners.

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