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BMA (version 3.12)
Bayesian Model Averaging
Description
Package for Bayesian model averaging for linear models, generalizable linear models and survival models (cox regression).
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Install
install.packages('BMA')
Monthly Downloads
7,168
Version
3.12
License
GPL (>= 2)
Homepage
http://www.r-project.org
Maintainer
Chris Fraley
Last Published
September 18th, 2009
Functions in BMA (3.12)
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MC3.REG.logpost
Helper function to MC3.REG
race
Scottish Hill Racing data
out.ltsreg
out.ltsreg
bicreg
Bayesian Model Averaging for linear regression models.
bic.surv
Bayesian Model Averaging for Survival models.
summary.iBMA
Summaries of iterated Bayesian model averaging objects
plot.bicreg
Plots the posterior distributions of coefficients derived from Bayesian model averaging
For.MC3.REG
Helper function for MC3.REG
MC3.REG.choose
Helper function to MC3.REG
orderplot
Orderplot of iBMA objects
imageplot.bma
Images of models used in Bayesian model averaging
bic.glm
Bayesian Model Averaging for generalized linear models.
glib
Model uncertainty in generalized linear models using Bayes factors
MC3.REG
Bayesian simultaneous variable selection and outlier identification
iBMA
Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
summary.bic
Summaries of Bayesian model averaging objects