elrm: Exact Logistic Regression via MCMC

elrm implements a Markov Chain Monte Carlo algorithm to approximate exact conditional inference for logistic regression models. Exact conditional inference is based on the distribution of the sufficient statistics for the parameters of interest given the sufficient statistics for the remaining nuisance parameters. Using model formula notation, users specify a logistic model and model terms of interest for exact inference.

Author
David Zamar, Jinko Graham, Brad McNeney
Date of publication
2013-12-07 00:52:08
Maintainer
David Zamar <zamar.david@gmail.com>
License
GPL (>= 2)
Version
1.2.2
URLs

View on CRAN

Man pages

crashDat
Crash Dataset: Calibration of Crash Dummies in Automobile...
diabDat
Simulated Diabetes Dataset
drugDat
Drug Dataset
elrm
elrm: exact-like inference in logistic regression models
plot.elrm
Plot Diagnostics for an elrm Object
summary.elrm
Summarize an elrm Object
titanDat
Titanic Dataset
update.elrm
Update Method for Objects of Class elrm.
utiDat
Urinary Tract Infection and Contraceptive Use

Files in this package

elrm
elrm/inst
elrm/inst/CITATION
elrm/inst/doc
elrm/inst/doc/elrm.pdf
elrm/inst/doc/elrm.Rnw
elrm/src
elrm/src/List.h
elrm/src/functions.h
elrm/src/functions.cpp
elrm/src/binomMCMC.cpp
elrm/src/matrix.h
elrm/NAMESPACE
elrm/data
elrm/data/crashDat.txt.gz
elrm/data/utiDat.txt.gz
elrm/data/diabDat.txt.gz
elrm/data/drugDat.txt.gz
elrm/data/titanDat.txt.gz
elrm/R
elrm/R/getDistTable.R
elrm/R/elrm.R
elrm/R/getJointInf.R
elrm/R/update.elrm.R
elrm/R/getMarginalInf.R
elrm/R/progress.R
elrm/R/batchSize.R
elrm/R/getConfInterval.R
elrm/R/summary.elrm.R
elrm/R/id.R
elrm/R/adjustProb.R
elrm/R/getDesignMatrix.R
elrm/R/plot.elrm.R
elrm/R/row.matches.R
elrm/R/bm.R
elrm/R/zzz.R
elrm/vignettes
elrm/vignettes/Figures
elrm/vignettes/Figures/dia.jpg
elrm/vignettes/elrm.bib
elrm/vignettes/elrm.Rnw
elrm/vignettes/jsslogo.jpg
elrm/MD5
elrm/build
elrm/build/vignette.rds
elrm/DESCRIPTION
elrm/ChangeLog
elrm/man
elrm/man/utiDat.Rd
elrm/man/plot.elrm.Rd
elrm/man/diabDat.Rd
elrm/man/crashDat.Rd
elrm/man/drugDat.Rd
elrm/man/elrm.Rd
elrm/man/summary.elrm.Rd
elrm/man/update.elrm.Rd
elrm/man/titanDat.Rd