binomlogit: Efficient MCMC for Binomial Logit Models
Version 1.2

The R package contains different MCMC schemes to estimate the regression coefficients of a binomial (or binary) logit model within a Bayesian framework: a data-augmented independence MH-sampler, an auxiliary mixture sampler and a hybrid auxiliary mixture (HAM) sampler. All sampling procedures are based on algorithms using data augmentation, where the regression coefficients are estimated by rewriting the logit model as a latent variable model called difference random utility model (dRUM).

AuthorAgnes Fussl
Date of publication2014-03-12 18:11:36
MaintainerAgnes Fussl <avf@gmx.at>
LicenseGPL-3
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("binomlogit")

Getting started

Package overview

Popular man pages

binomlogit-package: Efficient MCMC for Binomial Logit Models
caesarean: Caesarean Birth Data
dRUMAuxMix: Auxiliary mixture sampling for the binomial logit model
dRUMHAM: Hybrid auxiliary mixture sampling for the binomial logit...
dRUMIndMH: Data-augmented independence Metropolis-Hastings sampling for...
IndivdRUMIndMH: Data-augmented independence Metropolis-Hastings sampling for...
simul: Simulated data set
See all...

All man pages Function index File listing

Man pages

binomlogit-package: Efficient MCMC for Binomial Logit Models
caesarean: Caesarean Birth Data
dRUMAuxMix: Auxiliary mixture sampling for the binomial logit model
dRUMHAM: Hybrid auxiliary mixture sampling for the binomial logit...
dRUMIndMH: Data-augmented independence Metropolis-Hastings sampling for...
IndivdRUMIndMH: Data-augmented independence Metropolis-Hastings sampling for...
simul: Simulated data set

Functions

IndivdRUMIndMH Man page Source code
binomlogit Man page
binomlogit-package Man page
caesarean Man page
caesarean_aux Man page
caesarean_binary Man page
compmix Source code
dRUMAuxMix Man page Source code
dRUMHAM Man page Source code
dRUMIndMH Man page Source code
plot.binomlogit Man page Source code
print.binomlogit Man page Source code
simul Man page
simul_binary Man page
summary.binomlogit Man page Source code

Files

NAMESPACE
data
data/caesarean.rda
data/caesarean_binary.rda
data/simul.rda
data/simul_binary.rda
data/caesarean_aux.rda
R
R/dRUMIndMH.R
R/print.binomlogit.R
R/compmix.R
R/summary.binomlogit.R
R/dRUMHAM.R
R/IndivdRUMIndMH.R
R/dRUMAuxMix.R
R/plot.binomlogit.R
MD5
DESCRIPTION
man
man/caesarean.Rd
man/simul.Rd
man/dRUMAuxMix.Rd
man/dRUMHAM.Rd
man/IndivdRUMIndMH.Rd
man/binomlogit-package.Rd
man/dRUMIndMH.Rd
binomlogit documentation built on May 19, 2017, 7:24 a.m.

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