BMA: Bayesian Model Averaging
Version 3.18.7

Package for Bayesian model averaging and variable selection for linear models, generalized linear models and survival models (cox regression).

AuthorAdrian Raftery <raftery@uw.edu>, Jennifer Hoeting, Chris Volinsky, Ian Painter, Ka Yee Yeung
Date of publication2017-05-12 06:16:04 UTC
MaintainerHana Sevcikova <hanas@uw.edu>
LicenseGPL (>= 2)
Version3.18.7
URL http://www.research.att.com/~volinsky/bma.html
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BMA")

Popular man pages

bicreg: Bayesian Model Averaging for linear regression models.
bic.surv: Bayesian Model Averaging for Survival models.
glib: Model uncertainty in generalized linear models using Bayes...
iBMA: Iterated Bayesian Model Averaging variable selection for...
orderplot.iBMA: Orderplot of iBMA objects
predict.bic.glm: Predict function for Bayesian Model Averaging for generalized...
race: Scottish Hill Racing data
See all...

All man pages Function index File listing

Man pages

bic.glm: Bayesian Model Averaging for generalized linear models.
bicreg: Bayesian Model Averaging for linear regression models.
bic.surv: Bayesian Model Averaging for Survival models.
For.MC3.REG: Helper function for MC3.REG
glib: Model uncertainty in generalized linear models using Bayes...
iBMA: Iterated Bayesian Model Averaging variable selection for...
imageplot: Images of models used in Bayesian model averaging
MC3.REG: Bayesian simultaneous variable selection and outlier...
MC3.REG.choose: Helper function to MC3.REG
MC3.REG.logpost: Helper function to MC3.REG
orderplot.iBMA: Orderplot of iBMA objects
out.ltsreg: out.ltsreg
plot.bic: Plots the posterior distributions of coefficients derived...
predict.bic.glm: Predict function for Bayesian Model Averaging for generalized...
predict.bicreg: Predict function for Bayesian Model Averaging for linear...
race: Scottish Hill Racing data
summary.bic: Summaries of Bayesian model averaging objects
summary.iBMA: Summaries of iterated Bayesian model averaging objects

Functions

For.MC3.REG Man page Source code
MC3.REG Man page Source code
MC3.REG.choose Man page Source code
MC3.REG.logpost Man page Source code
[.mc3 Man page
as.bic.glm Man page
as.bic.glm.glib Man page
as.data.frame.mc3 Man page Source code
bic.glm Man page
bic.glm.data.frame Man page
bic.glm.formula Man page
bic.glm.matrix Man page Source code
bic.surv Man page
bic.surv.data.frame Man page
bic.surv.formula Man page
bic.surv.matrix Man page
bicreg Man page Source code
glib Man page
glib.bic.glm Man page Source code
glib.data.frame Man page
glib.matrix Man page
iBMA Man page
iBMA.bicreg Man page Source code
iBMA.bicreg.data.frame Man page Source code
iBMA.bicreg.iBMA.intermediate.bicreg Man page Source code
iBMA.bicreg.matrix Man page
iBMA.glm Man page Source code
iBMA.glm.data.frame Man page Source code
iBMA.glm.iBMA.intermediate.glm Man page Source code
iBMA.glm.matrix Man page
iBMA.surv Man page Source code
iBMA.surv.data.frame Man page Source code
iBMA.surv.iBMA.intermediate.surv Man page Source code
iBMA.surv.matrix Man page
imageplot.bma Man page Source code
orderplot Man page Source code
orderplot.iBMA.bicreg Man page
orderplot.iBMA.glm Man page
orderplot.iBMA.intermediate.bicreg Man page
orderplot.iBMA.intermediate.glm Man page
orderplot.iBMA.intermediate.surv Man page
orderplot.iBMA.surv Man page Source code
out.ltsreg Man page Source code
plot Man page
plot.bic.glm Man page
plot.bic.surv Man page
plot.bicreg Man page
predict.bic.glm Man page Source code
predict.bicreg Man page Source code
print Man page
print.bic.glm Man page Source code Source code
print.bic.surv Man page
print.bicreg Man page
print.glib Man page
print.iBMA.bicreg Man page
print.iBMA.glm Man page
print.iBMA.intermediate.bicreg Man page
print.iBMA.intermediate.glm Man page
print.iBMA.intermediate.surv Man page Source code
print.iBMA.surv Man page Source code
print.mc3 Man page Source code
race Man page
summary Man page
summary.bic.glm Man page
summary.bic.surv Man page
summary.bicreg Man page
summary.glib Man page Source code
summary.iBMA.bicreg Man page
summary.iBMA.glm Man page
summary.iBMA.intermediate.bicreg Man page
summary.iBMA.intermediate.glm Man page
summary.iBMA.intermediate.surv Man page Source code
summary.iBMA.surv Man page Source code
summary.mc3 Man page Source code

Files

src
src/BMA_init.c
src/fwleaps.f
NAMESPACE
data
data/race.RData
R
R/print.bic.glm.R
R/imageplot.bma.R
R/predict.bic.glm.R
R/orderplot.iBMA.R
R/print.iBMA.R
R/bic.glm.R
R/iBMA.glm.R
R/glib.R
R/bicreg.R
R/bic.surv.R
R/mc3.R
R/plot.bic.R
R/iBMA.surv.R
R/summary.bic.R
R/predict.bicreg.R
R/iBMA.bicreg.R
MD5
DESCRIPTION
ChangeLog
man
man/bicreg.Rd
man/iBMA.Rd
man/predict.bic.glm.Rd
man/MC3.REG.Rd
man/MC3.REG.choose.Rd
man/summary.bic.Rd
man/predict.bicreg.Rd
man/For.MC3.REG.Rd
man/imageplot.Rd
man/MC3.REG.logpost.Rd
man/orderplot.iBMA.Rd
man/bic.surv.Rd
man/out.ltsreg.Rd
man/glib.Rd
man/race.Rd
man/bic.glm.Rd
man/plot.bic.Rd
man/summary.iBMA.Rd
BMA documentation built on May 19, 2017, 10:20 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.