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Books > Earth & environment > The environment > Applied ecology
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Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan (Paperback)
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Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and Stan (Paperback)
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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, 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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