pogit: Bayesian Variable Selection for a Poisson-Logistic Model
Version 1.1.0

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.

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AuthorMichaela Dvorzak [aut, cre], Helga Wagner [aut]
Date of publication2016-04-07 00:49:18
MaintainerMichaela Dvorzak <m.dvorzak@gmx.at>
LicenseGPL-2
Version1.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("pogit")

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

Functions

cervical Man page
cervical_validation Man page
compmix Source code
dataug_binom_dRUM1 Source code
dataug_binom_dRUM2 Source code
draw_indicators Source code
draw_indicators_nb Source code
draw_psi Source code
get_mixcomp Source code
hpdMCMC Source code
iams1_poisson Source code
iams2_poisson Source code
iatMCMC Source code
lmarglik Source code
logitBvs Man page Source code
mixcomp_poisson Source code
negbinBvs Man page Source code
plot.pogit Man page Source code
pogit Man page
pogit-package Man page
pogitBvs Man page Source code
poissonBvs Man page Source code
print.pogit Man page Source code
print.summary.pogit Man page Source code
select_logit Source code
select_negbin Source code
select_poisson Source code
select_poissonOD Source code
simul1 Man page
simul2 Man page
simul_binomial Man page
simul_pois1 Man page
simul_pois2 Man page
summary.pogit Man page Source code
thinMCMC Source code

Files

inst
inst/CITATION
inst/NEWS.Rd
NAMESPACE
data
data/cervical.rda
data/cervical_validation.rda
data/simul1.rda
data/simul_pois1.rda
data/simul_binomial.rda
data/simul_pois2.rda
data/simul2.rda
R
R/utils.R
R/mixcomp_poisson.R
R/pogitBvs.R
R/poissonBvs.R
R/simul1.R
R/plot.R
R/simul_binomial.R
R/negbinBvs.R
R/compmix.R
R/print.R
R/dataug_logit_drum.R
R/select_negbin.R
R/cervical_validation.R
R/cervical.R
R/logitBvs.R
R/summary.R
R/simul_pois2.R
R/select_logit.R
R/simul_pois1.R
R/dataug_pois_iams.R
R/select_poissonOD.R
R/select_poisson.R
R/selection_steps.R
R/simul2.R
MD5
DESCRIPTION
man
man/simul1.Rd
man/pogit-package.Rd
man/simul_pois1.Rd
man/simul_pois2.Rd
man/summary.pogit.Rd
man/plot.pogit.Rd
man/simul2.Rd
man/cervical_validation.Rd
man/pogitBvs.Rd
man/negbinBvs.Rd
man/print.pogit.Rd
man/poissonBvs.Rd
man/logitBvs.Rd
man/cervical.Rd
man/simul_binomial.Rd
pogit documentation built on May 19, 2017, 2:14 p.m.