R: Bayesian Model Averaging

# Bayesian Model Averaging

## Documentation for package ‘BMA’ version 3.18.19

- DESCRIPTION file.

## Help Pages

as.bic.glm | Model uncertainty in generalized linear models using Bayes factors
as.bic.glm.glib | Model uncertainty in generalized linear models using Bayes factors
as.data.frame.mc3 | Bayesian simultaneous variable selection and outlier identification
bic.glm | Bayesian Model Averaging for generalized linear models.
bic.glm.data.frame | Bayesian Model Averaging for generalized linear models.
bic.glm.formula | Bayesian Model Averaging for generalized linear models.
bic.glm.matrix | Bayesian Model Averaging for generalized linear models.
bic.surv | Bayesian Model Averaging for Survival models.
bic.surv.data.frame | Bayesian Model Averaging for Survival models.
bic.surv.formula | Bayesian Model Averaging for Survival models.
bic.surv.matrix | Bayesian Model Averaging for Survival models.
bicreg | Bayesian Model Averaging for linear regression models.
For.MC3.REG | Helper function for MC3.REG
glib | Model uncertainty in generalized linear models using Bayes factors
glib.bic.glm | Model uncertainty in generalized linear models using Bayes factors
glib.data.frame | Model uncertainty in generalized linear models using Bayes factors
glib.matrix | Model uncertainty in generalized linear models using Bayes factors
iBMA | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.bicreg | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.bicreg.data.frame | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.bicreg.iBMA.intermediate.bicreg | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.bicreg.matrix | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.glm | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.glm.data.frame | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.glm.iBMA.intermediate.glm | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.glm.matrix | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.surv | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.surv.data.frame | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.surv.iBMA.intermediate.surv | Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.
iBMA.surv.matrix | 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
MC3.REG | Bayesian simultaneous variable selection and outlier identification
MC3.REG.choose | Helper function to MC3.REG
MC3.REG.logpost | Helper function to MC3.REG
orderplot | Orderplot of iBMA objects
orderplot.iBMA.bicreg | Orderplot of iBMA objects
orderplot.iBMA.glm | Orderplot of iBMA objects
orderplot.iBMA.intermediate.bicreg | Orderplot of iBMA objects
orderplot.iBMA.intermediate.glm | Orderplot of iBMA objects
orderplot.iBMA.intermediate.surv | Orderplot of iBMA objects
orderplot.iBMA.surv | Orderplot of iBMA objects
out.ltsreg | out.ltsreg
plot | Plots the posterior distributions of coefficients derived from Bayesian model averaging
plot.bic.glm | Plots the posterior distributions of coefficients derived from Bayesian model averaging
plot.bic.surv | Plots the posterior distributions of coefficients derived from Bayesian model averaging
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.
predict.bicreg | Predict function for Bayesian Model Averaging for linear models.
print | Summaries of Bayesian model averaging objects
print.bic.glm | Summaries of Bayesian model averaging objects
print.bic.surv | Summaries of Bayesian model averaging objects
print.bicreg | Summaries of Bayesian model averaging objects
print.glib | Summaries of Bayesian model averaging objects
print.iBMA.bicreg | Summaries of iterated Bayesian model averaging objects
print.iBMA.glm | Summaries of iterated Bayesian model averaging objects
print.iBMA.intermediate.bicreg | Summaries of iterated Bayesian model averaging objects
print.iBMA.intermediate.glm | Summaries of iterated Bayesian model averaging objects
print.iBMA.intermediate.surv | Summaries of iterated Bayesian model averaging objects
print.iBMA.surv | Summaries of iterated Bayesian model averaging objects
print.mc3 | Summaries of Bayesian model averaging objects
race | Scottish Hill Racing data
summary | Summaries of Bayesian model averaging objects
summary.bic.glm | Summaries of Bayesian model averaging objects
summary.bic.surv | Summaries of Bayesian model averaging objects
summary.bicreg | Summaries of Bayesian model averaging objects
summary.glib | Summaries of Bayesian model averaging objects
summary.iBMA.bicreg | Summaries of iterated Bayesian model averaging objects
summary.iBMA.glm | Summaries of iterated Bayesian model averaging objects
summary.iBMA.intermediate.bicreg | Summaries of iterated Bayesian model averaging objects
summary.iBMA.intermediate.glm | Summaries of iterated Bayesian model averaging objects
summary.iBMA.intermediate.surv | Summaries of iterated Bayesian model averaging objects
summary.iBMA.surv | Summaries of iterated Bayesian model averaging objects
summary.mc3 | Summaries of Bayesian model averaging objects
vaso | Vaso data
[.mc3 | Bayesian simultaneous variable selection and outlier identification