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

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Bayesian Data Analysis in Ecology Using Linear Models with R, Bugs, and Stan - Korner-Nievergelt, Franzi, and Roth, Tobias, and Von Felten, Stefanie
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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, ...

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Bayesian Data Analysis in Ecology Using Linear Models with R, Bugs, and Stan 2015, Academic Press, San Diego

ISBN-13: 9780128013700

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