bayesmix: Bayesian Mixture Models with JAGS

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The fitting of finite mixture models of univariate Gaussian distributions using JAGS within a Bayesian framework is provided.

Author
Bettina Gruen [aut, cre], Martyn Plummer [ctb]
Date of publication
2015-07-01 14:59:17
Maintainer
Bettina Gruen <Bettina.Gruen@jku.at>
License
GPL (>= 2)
Version
0.7-4
URLs

View on CRAN

Man pages

BMMdiag
Plot Identifiability Diagnostics for jags Object
BMMmodel
Creates bugs model.
BMMposteriori
Plots aposteriori probabilities of data points
BMMpriors
Creates a 'BMMpriors' object
darwin
Differences in heights between plants
fish
Fish length data
inits
create initial values
JAGScall
Calls jags
JAGScontrol
Control parameters for the sampling.
JAGSrun
MCMC sampling of Bayesian models
plot.BMMposteriori
Plots a posteriori probabilities of data points
plot.jags
Plot jags Object
priors
Creates list of prior specifications
randomPermutation
Randomly permute segments for MCMC draws
Sort
Sorts MCMC chains according to certain variables

Files in this package

bayesmix
bayesmix/inst
bayesmix/inst/NEWS.Rd
bayesmix/NAMESPACE
bayesmix/data
bayesmix/data/fish.tab.gz
bayesmix/data/darwin.tab.gz
bayesmix/R
bayesmix/R/Inits.R
bayesmix/R/JAGScall.R
bayesmix/R/plots.R
bayesmix/R/BMMpriors.R
bayesmix/R/randomPermutation.R
bayesmix/R/BMMmodel.R
bayesmix/R/Sort.R
bayesmix/R/JAGSrun.R
bayesmix/MD5
bayesmix/DESCRIPTION
bayesmix/man
bayesmix/man/JAGScontrol.Rd
bayesmix/man/Sort.Rd
bayesmix/man/BMMmodel.Rd
bayesmix/man/JAGScall.Rd
bayesmix/man/plot.jags.Rd
bayesmix/man/inits.Rd
bayesmix/man/plot.BMMposteriori.Rd
bayesmix/man/JAGSrun.Rd
bayesmix/man/fish.Rd
bayesmix/man/BMMdiag.Rd
bayesmix/man/priors.Rd
bayesmix/man/BMMpriors.Rd
bayesmix/man/randomPermutation.Rd
bayesmix/man/BMMposteriori.Rd
bayesmix/man/darwin.Rd