Bringing Bayesian Models to Life

1st Edition

Mevin B. Hooten, Trevor Hefley

CRC Press
June 10, 2019 Forthcoming
Textbook - 352 Pages - 76 B/W Illustrations
ISBN 9780367198480 - CAT# K418177
Series: Chapman & Hall/CRC Applied Environmental Statistics

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Summary

Bayesian statistical modeling is essential in ecological and environmental science, but most users of these approaches are limited to implementing Bayesian models with automated software. This book presents details and algorithms for fully Bayesian computation, primarily for students and practitioners in the ecological and environmental sciences. It empowers the reader to extend and enhance statistical models for such data without software limitations. It teaches fundamental aspects of how to connect statistical models to computer algorithms so that they can implement their own models that are specific their problem of interest without limitation.