BMA: Bayesian Model Averaging

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

Author
Adrian Raftery <raftery@uw.edu>, Jennifer Hoeting, Chris Volinsky, Ian Painter, Ka Yee Yeung
Date of publication
2015-11-06 05:49:45
Maintainer
Hana Sevcikova <hanas@uw.edu>
License
GPL (>= 2)
Version
3.18.6
URLs

View on CRAN

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

Files in this package

BMA
BMA/src
BMA/src/fwleaps.f
BMA/NAMESPACE
BMA/data
BMA/data/race.RData
BMA/R
BMA/R/print.bic.glm.R
BMA/R/imageplot.bma.R
BMA/R/predict.bic.glm.R
BMA/R/orderplot.iBMA.R
BMA/R/print.iBMA.R
BMA/R/bic.glm.R
BMA/R/iBMA.glm.R
BMA/R/glib.R
BMA/R/bicreg.R
BMA/R/bic.surv.R
BMA/R/mc3.R
BMA/R/plot.bic.R
BMA/R/iBMA.surv.R
BMA/R/summary.bic.R
BMA/R/predict.bicreg.R
BMA/R/iBMA.bicreg.R
BMA/MD5
BMA/DESCRIPTION
BMA/ChangeLog
BMA/man
BMA/man/bicreg.Rd
BMA/man/iBMA.Rd
BMA/man/predict.bic.glm.Rd
BMA/man/MC3.REG.Rd
BMA/man/MC3.REG.choose.Rd
BMA/man/summary.bic.Rd
BMA/man/predict.bicreg.Rd
BMA/man/For.MC3.REG.Rd
BMA/man/imageplot.Rd
BMA/man/MC3.REG.logpost.Rd
BMA/man/orderplot.iBMA.Rd
BMA/man/bic.surv.Rd
BMA/man/out.ltsreg.Rd
BMA/man/glib.Rd
BMA/man/race.Rd
BMA/man/bic.glm.Rd
BMA/man/plot.bic.Rd
BMA/man/summary.iBMA.Rd