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hobbs n bayesian models statistical primer ecologists 2ed 2025

Type:: E-books
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Size:: 16.9 MB
Uploaded On:: June 27, 2025, 11:38 a.m.
Added By:: andryold1
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Info Hash:: BE4234832EA4E5D1251AB4DF8B93546B796DEA17

Textbook in PDF format Uniquely suited to deal with complexity in a statistically coherent way, Bayesian modeling has become an indispensable tool for ecological research. This book teaches the basic principles of mathematics and statistics needed to apply Bayesian models to the analysis of ecological data, using language non-statisticians can understand. Deemphasizing computer coding in favor of a clear treatment of model building, it starts with a definition of probability and proceeds step-by-step through distribution theory, likelihood, simple Bayesian models, and hierarchical Bayesian models. Now revised and expanded, Bayesian Models enables students and practitioners to gain new insights from ecological models and data properly tempered by uncertainty

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Hobbs N. Bayesian Models. A Statistical Primer for Ecologists 2ed 2025.pdf 16.9 MB

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hobbs n bayesian models statistical primer ecologists 2ed 2025

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