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BMA (version 3.18.19)
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
Version
3.18.19
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Install
install.packages('BMA')
Monthly Downloads
7,529
Version
3.18.19
License
GPL (>= 2)
Issues
1
Pull Requests
1
Stars
36
Forks
11
Repository
https://github.com/hanase/BMA
Maintainer
Hana Sevcikova
Last Published
October 18th, 2024
Functions in BMA (3.18.19)
Search all functions
imageplot.bma
Images of models used in Bayesian model averaging
MC3.REG.logpost
Helper function to MC3.REG
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.
For.MC3.REG
Helper function for MC3.REG
MC3.REG.choose
Helper function to MC3.REG
bicreg
Bayesian Model Averaging for linear regression models.
bic.glm
Bayesian Model Averaging for generalized linear models.
glib
Model uncertainty in generalized linear models using Bayes factors
bic.surv
Bayesian Model Averaging for Survival models.
vaso
Vaso data
out.ltsreg
out.ltsreg
race
Scottish Hill Racing data
orderplot
Orderplot of iBMA objects
predict.bicreg
Predict function for Bayesian Model Averaging for linear models.
predict.bic.glm
Predict function for Bayesian Model Averaging for generalized linear models.
plot.bicreg
Plots the posterior distributions of coefficients derived from Bayesian model averaging
summary.bic
Summaries of Bayesian model averaging objects
summary.iBMA
Summaries of iterated Bayesian model averaging objects