Description: 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.
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EAN: 9780128013700
UPC: 9780128013700
ISBN: 9780128013700
MPN: N/A
Book Title: Bayesian Data Analysis in Ecology Using Linear Mod
Item Length: 22.6 cm
Number of Pages: 328 Pages
Language: English
Publication Name: Bayesian Data Analysis in Ecology Using Linear Models with R, Bugs, and Stan
Publisher: Elsevier Science Publishing Co Inc
Publication Year: 2015
Subject: Biology, Mathematics
Item Height: 229 mm
Item Weight: 680 g
Type: Textbook
Author: Pius Korner-Nievergelt, Bettina Almasi, Jerome Guelat, Tobias Roth, Stefanie von Felten, Franzi Korner-Nievergelt
Item Width: 152 mm
Format: Paperback
