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Bayesian Models: A Statistical Primer for Ecologists
N. Thompson Hobbs
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Description for Bayesian Models: A Statistical Primer for Ecologists
Hardback. Num Pages: 320 pages, 44 line illus. 5 tables. BIC Classification: PBT; PBWH; PSAF. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 244 x 162 x 24. Weight in Grams: 686.
Bayesian modeling has become an indispensable tool for ecological research because it is uniquely suited to deal with complexity in a statistically coherent way. This textbook provides a comprehensive and accessible introduction to the latest Bayesian methods--in language ecologists can understand. 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. 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, ... Read more
Bayesian modeling has become an indispensable tool for ecological research because it is uniquely suited to deal with complexity in a statistically coherent way. This textbook provides a comprehensive and accessible introduction to the latest Bayesian methods--in language ecologists can understand. 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. 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, ... Read more
Product Details
Publisher
Princeton University Press
Format
Hardback
Publication date
2015
Condition
New
Weight
684g
Number of Pages
320
Place of Publication
New Jersey, United States
ISBN
9780691159287
SKU
V9780691159287
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-13
About N. Thompson Hobbs
N. Thompson Hobbs is senior research scientist at the Natural Resource Ecology Laboratory and professor in the Department of Ecosystem Science and Sustainability at Colorado State University. Mevin B. Hooten is associate professor in the Department of Fish, Wildlife, and Conservation Biology and the Department of Statistics at Colorado State University, and assistant unit leader in the US Geological Survey's ... Read more
Reviews for Bayesian Models: A Statistical Primer for Ecologists
A refreshing and solid read for anyone confused or distracted by Bayesian recipe books.
Carsten F. Dormann, Quarterly Review of Biology
Carsten F. Dormann, Quarterly Review of Biology