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BMA (version 3.18.17)
Bayesian Model Averaging
Description
Package for Bayesian model averaging and variable selection for linear models, generalized linear models and survival models (cox regression).
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3.18.17
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Install
install.packages('BMA')
Monthly Downloads
5,458
Version
3.18.17
License
GPL (>= 2)
Issues
2
Pull Requests
1
Stars
32
Forks
11
Repository
https://github.com/hanase/BMA
Homepage
http://stats.research.att.com/volinsky/bma.html
Maintainer
Hana Sevcikova
Last Published
April 22nd, 2022
Functions in BMA (3.18.17)
Search functions
MC3.REG.logpost
Helper function to MC3.REG
For.MC3.REG
Helper function for MC3.REG
MC3.REG.choose
Helper function to MC3.REG
bicreg
Bayesian Model Averaging for linear regression models.
glib
Model uncertainty in generalized linear models using Bayes factors
bic.surv
Bayesian Model Averaging for Survival models.
bic.glm
Bayesian Model Averaging for generalized linear models.
imageplot.bma
Images of models used in Bayesian model averaging
iBMA
Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
vaso
Vaso data
predict.bic.glm
Predict function for Bayesian Model Averaging for generalized linear models.
MC3.REG
Bayesian simultaneous variable selection and outlier identification
summary.iBMA
Summaries of iterated Bayesian model averaging objects
summary.bic
Summaries of Bayesian model averaging objects
plot.bicreg
Plots the posterior distributions of coefficients derived from Bayesian model averaging
race
Scottish Hill Racing data
predict.bicreg
Predict function for Bayesian Model Averaging for linear models.
orderplot
Orderplot of iBMA objects
out.ltsreg
out.ltsreg