Bayesian Data Analysis in Ecology Using Linear , Korner-Nievergelt, Von-Felt,#

Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and StanAuthor(s): Franzi Korner-Nievergelt, Tobias Roth, Stefanie von Felten, Jrme Gulat, Bettina Almasi, Pius Korner-Nievergelt\nFormat: Paperback\nPublisher: Elsevier Science Publishing Co Inc, United States\nImprint: Academic Press Inc\nISBN-13: 9780128013700, 978-0128013700\nSynopsis\nBayesian 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 (BUG.