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BMA (version 3.18.20)
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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Version
3.18.20
3.18.19
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Install
install.packages('BMA')
Monthly Downloads
7,317
Version
3.18.20
License
GPL (>= 2)
Issues
1
Pull Requests
1
Stars
37
Forks
12
Repository
https://github.com/hanase/BMA
Maintainer
Hana Sevcikova
Last Published
January 11th, 2025
Functions in BMA (3.18.20)
Search all functions
MC3.REG
Bayesian simultaneous variable selection and outlier identification
MC3.REG.logpost
Helper function to MC3.REG
bic.glm
Bayesian Model Averaging for generalized linear models.
glib
Model uncertainty in generalized linear models using Bayes factors
vaso
Vaso data
race
Scottish Hill Racing data
predict.bicreg
Predict function for Bayesian Model Averaging for linear models.
orderplot
Orderplot of iBMA objects
bic.surv
Bayesian Model Averaging for Survival models.
plot.bicreg
Plots the posterior distributions of coefficients derived from Bayesian model averaging
predict.bic.glm
Predict function for Bayesian Model Averaging for generalized linear models.
summary.bic
Summaries of Bayesian model averaging objects
out.ltsreg
out.ltsreg
summary.iBMA
Summaries of iterated Bayesian model averaging objects
bicreg
Bayesian Model Averaging for linear regression models.
MC3.REG.choose
Helper function to MC3.REG
iBMA
Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
imageplot.bma
Images of models used in Bayesian model averaging
For.MC3.REG
Helper function for MC3.REG