Bayesian Model Averaging


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Documentation for package ‘BMA’ version 3.18.14

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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