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


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Documentation for package ‘BranchGLM’ version 2.1.2

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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