Bayesian Models
Bayesian modeling has become an indispensable tool for ecological research because it is uniquely suited to deal with complexity in a statistically coherent way. Unlike other books on the subject, this one emphasizes the principles behind the computations, giving ecologists a big… Celý popis ↓
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Bayesian Models
Bayesian modeling has become an indispensable tool for ecological research because it is uniquely suited to deal with complexity in a statistically coherent way. Unlike other books on the subject, this one emphasizes the principles behind the computations, giving ecologists a big-picture understanding of how to implement this powerful statistical approach.Bayesian Models is an essential primer for non-statisticians. This textbook provides a comprehensive and accessible introduction to the latest Bayesian methods--in language ecologists can understand.
This unique book places less emphasis on computer coding, favoring instead It begins with a definition of probability and develops a step-by-step sequence of connected ideas, including basic distribution theory, network diagrams, hierarchical models, Markov chain Monte Carlo, and inference from single and multiple models.
Parametre
- Výrobca
- Princeton University Press
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