pogit: Bayesian Variable Selection for a Poisson-Logistic Model

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Bayesian variable selection for regression models of under-reported count data as well as for (overdispersed) Poisson, negative binomal and binomial logit regression models using spike and slab priors.

Author
Michaela Dvorzak [aut, cre], Helga Wagner [aut]
Date of publication
2016-04-07 00:49:18
Maintainer
Michaela Dvorzak <m.dvorzak@gmx.at>
License
GPL-2
Version
1.1.0

View on CRAN

Man pages

cervical
Cervical cancer data
cervical_validation
Cervical cancer valiation data
logitBvs
Bayesian variable selection for the binomial logit model
negbinBvs
Bayesian variable selection for the negative binomial model
plot.pogit
Plot an object of class 'pogit'
pogitBvs
Bayesian variable selection for the Pogit model
pogit-package
Bayesian variable selection for a Poisson-Logistic model
poissonBvs
Bayesian variable selection for the Poisson model
print.pogit
Print an object of class 'pogit'
simul1
Simulated data set
simul2
Simulated data set
simul_binomial
Simulated data set
simul_pois1
Simulated data set
simul_pois2
Simulated data set
summary.pogit
Summary for posterior of a 'pogit' object

Files in this package

pogit
pogit/inst
pogit/inst/CITATION
pogit/inst/NEWS.Rd
pogit/NAMESPACE
pogit/data
pogit/data/cervical.rda
pogit/data/cervical_validation.rda
pogit/data/simul1.rda
pogit/data/simul_pois1.rda
pogit/data/simul_binomial.rda
pogit/data/simul_pois2.rda
pogit/data/simul2.rda
pogit/R
pogit/R/utils.R
pogit/R/mixcomp_poisson.R
pogit/R/pogitBvs.R
pogit/R/poissonBvs.R
pogit/R/simul1.R
pogit/R/plot.R
pogit/R/simul_binomial.R
pogit/R/negbinBvs.R
pogit/R/compmix.R
pogit/R/print.R
pogit/R/dataug_logit_drum.R
pogit/R/select_negbin.R
pogit/R/cervical_validation.R
pogit/R/cervical.R
pogit/R/logitBvs.R
pogit/R/summary.R
pogit/R/simul_pois2.R
pogit/R/select_logit.R
pogit/R/simul_pois1.R
pogit/R/dataug_pois_iams.R
pogit/R/select_poissonOD.R
pogit/R/select_poisson.R
pogit/R/selection_steps.R
pogit/R/simul2.R
pogit/MD5
pogit/DESCRIPTION
pogit/man
pogit/man/simul1.Rd
pogit/man/pogit-package.Rd
pogit/man/simul_pois1.Rd
pogit/man/simul_pois2.Rd
pogit/man/summary.pogit.Rd
pogit/man/plot.pogit.Rd
pogit/man/simul2.Rd
pogit/man/cervical_validation.Rd
pogit/man/pogitBvs.Rd
pogit/man/negbinBvs.Rd
pogit/man/print.pogit.Rd
pogit/man/poissonBvs.Rd
pogit/man/logitBvs.Rd
pogit/man/cervical.Rd
pogit/man/simul_binomial.Rd