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

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.

General

Imprint:	Academic Press Inc
Country of origin:	United States
Release date:	April 2015
First published:	2015
Authors:	Franzi Korner-Nievergelt • Tobias Roth • Stefanie von Felten • Jerome Guelat • Bettina Almasi • Pius Korner-Nievergelt
Dimensions:	228 x 152 x 13mm (L x W x T)
Format:	Paperback
Pages:	316
ISBN-13:	978-0-12-801370-0
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Ecological science, the Biosphere Books > Earth & environment > The environment > Applied ecology > General Promotions
LSN:	0-12-801370-2
Barcode:	9780128013700

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