Authors: | Jennifer K. Marley, Matthew P. Wand | ||
Title: | Non-Standard Semiparametric Regression via BRugs | ||
Abstract: | We provide several illustrations of Bayesian semiparametric regression analyses in the BRugs package. BRugs facilitates use of the BUGS inference engine from the R computing environment and allows analyses to be managed using scripts. The examples are chosen to represent an array of non-standard situations, for which mixed model software is not viable. The situations include: the response variable being outside of the one-parameter exponential family, data subject to missingness, data subject to measurement error and parameters entering the model via an index. | ||
Page views:: 4765. Submitted: 2009-06-15. Published: 2010-11-16. |
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Paper: |
Non-Standard Semiparametric Regression via BRugs
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DOI: |
10.18637/jss.v037.i05
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