Non-standard semiparametric regression via BRugs

American Statistical Association
Publication Type:
Journal Article
Journal of Statistical Software, 2010, 37 (5), pp. 1 - 30
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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.
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