Non-Standard Semiparametric Regression via BRugs

Non-Standard Semiparametric Regression via BRugs

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 sit...

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Bibliographic Details
Main Authors: Jennifer K. Marley, Matthew P. Wand
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2010-11-01
Series:Journal of Statistical Software
Subjects:
additive models
BUGS
hierarchical Bayesian models
Markov chain Monte Carlo
measurement error models
missing data
mixed models
penalized splines
Online Access:http://www.jstatsoft.org/v37/i05/paper

Internet

http://www.jstatsoft.org/v37/i05/paper

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