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

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Documentation for package ‘BranchGLM’ version 2.1.2

• 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