Model-Independent Variable Selection via the Rule-Based Variable Priority

Documentation for package ‘varPro’ version 3.1.0

alzheimers	Alzheimer's Disease Dataset
cv.varpro	Cross-Validated Cutoff Value for Variable Priority (VarPro)
glioma	Diffuse Adult Glioma
hrrecov	Exercise Heart Rate Recovery and Mortality
importance	Calculate Importance for VarPro and UVarPro Objects
importance.rhf	Calculate Importance for VarPro and UVarPro Objects
importance.uvarpro	Calculate Importance for VarPro and UVarPro Objects
importance.varpro	Calculate Importance for VarPro and UVarPro Objects
isopro	Identify Anomalous Data
ivarpro	Individual Variable Priority (iVarPro): Case-Specific Variable Importance
outpro	Model and subsapce aware out-of-distribution (OOD) scoring with outPro
outpro.null	Model and subsapce aware out-of-distribution (OOD) scoring with outPro
partialpro	Partial Effects for Variable(s)
plot.ivarpro	Plot iVarPro Gradients for a Single Variable
plot.partialpro	Plot method for partialpro objects
predict.isopro	Prediction for Isopro for Identifying Anomalous Data
predict.ivarpro	Predict iVarPro Gradients on New Data
predict.uvarpro	Prediction on Test Data using Unsupervised VarPro
predict.varpro	Prediction on Test Data using VarPro
uvarpro	Unsupervised Variable Selection using Variable Priority (UVarPro)
varpro	Model-Independent Variable Selection via the Rule-based Variable Priority (VarPro)
varpro.news	Show the NEWS file
varpro.strength	Obtain Strength Array and Other Values from a VarPro Object