Bayesian Population Analysis using WinBUGS: A Hierarchical Perspective
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Bayesian Population Analysis using WinBUGS: A Hierarchical Perspective
📘 Book Details
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Publisher: Academic Press
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Author: Marc Kéry
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Languages: English
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ISBN: 9780123870209
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Pages: 554
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Cover: Paperback
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Dimensions: 9.0 x 5.9 x 1.3 inches
📝 About The Book
Bayesian Population Analysis Using WinBUGS by Marc Kéry is a comprehensive guide designed for ecologists, statisticians, and researchers working in wildlife and environmental sciences. This book presents a modern approach to statistical modeling using Bayesian methods, which have become increasingly important in ecological and biological research.
Using WinBUGS—a flexible software for Bayesian analysis—the book provides hands-on examples that cover a wide range of models relevant to population ecology, including state-space models, hierarchical models, and capture-recapture data analysis. These examples are designed to help readers implement complex models and interpret the results effectively.
Whether you're working on field studies or academic research, this title offers a powerful framework to handle uncertainty in ecological data and gain insights through probabilistic modeling. Ideal for graduate students, ecological modelers, and data scientists interested in applying Bayesian statistics in biology.
This resourceful volume bridges theory and application, making it an essential reference for understanding and implementing Bayesian techniques in ecological studies.
