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Books in English > Mathematics & Science > Biology, life sciences > Life sciences: general issues > Ecological science, the Biosphere > Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan

Name: Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan
Brand: Elsevier Books
SKU: 09185301
Price: 67.06 EUR
Availability: InStock
Author: Franzi Korner Nievergelt
ISBN: 9780128013700

Franzi Korner Nievergelt

Language

English

Book Paperback

Libristo code: 09185301

Publishers Elsevier Books, April 2015

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian a... Full description

Libristo code: 09185301

163 b

67.06 €

131.16 лв

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Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian and frequentist methods of conducting data analyses. The book provides the theoretical background in an easy-to-understand approach, encouraging readers to examine the processes that generated their data. Including discussions of model selection, model checking, and multi-model inference, the book also uses effect plots that allow a natural interpretation of data. Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN introduces Bayesian software, using R for the simple modes, and flexible Bayesian software (BUGS and Stan) for the more complicated ones. Guiding the ready from easy toward more complex (real) data analyses ina step-by-step manner, the book presents problems and solutions-including all R codes-that are most often applicable to other data and questions, making it an invaluable resource for analyzing a variety of data types.§§Introduces Bayesian data analysis, allowing users to obtain uncertainty measurements easily for any derived parameter of interest§Written in a step-by-step approach that allows for eased understanding by non-statisticians§Includes a companion website containing R-code to help users conduct Bayesian data analyses on their own data§All example data as well as additional functions are provided in the R-package blmeco

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About the book

Full name Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan

Author Franzi Korner Nievergelt

Language

English

Binding Book - Paperback

Date of issue 2015

Number of pages 328

EAN 9780128013700

ISBN 0128013702

Libristo code 09185301

Publishers Elsevier Books

Weight 526

Dimensions 231 x 154 x 19

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