# Efficient Branch and Bound Variable Selection for GLMs using 'RcppArmadillo'

## Documentation for package ‘BranchGLM’ version 2.1.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

AUC | Cindex/AUC
BranchGLM | Fits GLMs
BranchGLM.fit | Fits GLMs
Cindex | Cindex/AUC
Cindex.BranchGLM | Cindex/AUC
Cindex.BranchGLMROC | Cindex/AUC
Cindex.numeric | Cindex/AUC
coef.BranchGLM | Extract Coefficients
coef.BranchGLMVS | Extract Coefficients
confint.BranchGLM | Likelihood Ratio Confidence Intervals for Beta Coefficients
fit | Fits GLMs for summary.BranchGLMVS and BranchGLMVS objects
fit.BranchGLMVS | Fits GLMs for summary.BranchGLMVS and BranchGLMVS objects
fit.summary.BranchGLMVS | Fits GLMs for summary.BranchGLMVS and BranchGLMVS objects
logLik.BranchGLM | Extract Log-Likelihood
MultipleROCCurves | Plotting Multiple ROC Curves
plot.BranchGLMCIs | Plot Method for BranchGLMCIs Objects
plot.BranchGLMROC | Plotting ROC Curve
plot.BranchGLMVS | Plot Method for summary.BranchGLMVS and BranchGLMVS objects
plot.summary.BranchGLMVS | Plot Method for summary.BranchGLMVS and BranchGLMVS objects
plotCI | Plot Confidence Intervals
predict.BranchGLM | Predict Method for BranchGLM Objects
predict.BranchGLMVS | Predict Method for BranchGLMVS Objects
print.BranchGLM | Print Method for BranchGLM
print.BranchGLMCIs | Print Method for BranchGLMCIs Objects
print.BranchGLMROC | Print Method for BranchGLMROC
print.BranchGLMTable | Print Method for BranchGLMTable
print.BranchGLMVS | Print Method for BranchGLMVS
print.summary.BranchGLMVS | Print Method for summary.BranchGLMVS
ROC | ROC Curve
ROC.BranchGLM | ROC Curve
ROC.numeric | ROC Curve
summary.BranchGLMVS | Summary Method for BranchGLMVS
Table | Confusion Matrix
Table.BranchGLM | Confusion Matrix
Table.numeric | Confusion Matrix
VariableSelection | Variable Selection for GLMs
VariableSelection.BranchGLM | Variable Selection for GLMs
VariableSelection.formula | Variable Selection for GLMs
vcov.BranchGLM | Extract covariance matrix