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Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan by Pius Korner-Nievergelt, Bettina Almasi, Jerome Guelat, Tobias Roth, Stefanie von Felten, Franzi Korner-Nievergelt (Paperback, 2015)

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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.