Bayesian Analysis Made Simple (eBook, PDF)
An Excel GUI for WinBUGS
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From simple NLMs to complex GLMMs and beyond, this book describes how to use the GUI for WinBUGS-BugsXLA-an Excel add-in written by the author that allows a range of Bayesian models to be easily specified. With case studies throughout, the text shows how to routinely apply even the more complex aspects of model specification, such as GLMMs, outlier robust models, random effects Emax models, auto-regressive errors, and Bayesian variable selection. It provides brief, up-to-date discussions of current issues in the practical application of Bayesian methods. The author also explains how to obtain ...
From simple NLMs to complex GLMMs and beyond, this book describes how to use the GUI for WinBUGS-BugsXLA-an Excel add-in written by the author that allows a range of Bayesian models to be easily specified. With case studies throughout, the text shows how to routinely apply even the more complex aspects of model specification, such as GLMMs, outlier robust models, random effects Emax models, auto-regressive errors, and Bayesian variable selection. It provides brief, up-to-date discussions of current issues in the practical application of Bayesian methods. The author also explains how to obtain free software to get started immediately.
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