Man pages for jolars/SLOPE
Sorted L1 Penalized Estimation

abaloneAbalone
bodyfatBodyfat
coef.SLOPEObtain coefficients
createFoldsCreate cross-validation folds
cvSLOPETune SLOPE with cross-validation
deviance.SLOPEModel deviance
heartHeart disease
interpolateCoefficientsInterpolate coefficients
interpolatePenaltyInterpolate penalty values
plotDiagnosticsPlot results from diagnostics collected during model fitting
plot.SLOPEPlot coefficients
plot.TrainedSLOPEPlot results from cross-validation
predict.SLOPEGenerate predictions from SLOPE models
print.SLOPEPrint results from SLOPE fit
regularizationWeightsGenerate Regularization (Penalty) Weights for SLOPE
scoreCompute one of several loss metrics on a new data set
setup_diagnosticsSetup a data.frame of diagnostics
SLOPESorted L-One Penalized Estimation
SLOPE-packageSLOPE: Sorted L1 Penalized Estimation
sortedL1ProxSorted L1 Proximal Operator
studentStudent performance
trainSLOPETrain a SLOPE model
wineWine cultivars
jolars/SLOPE documentation built on June 15, 2025, 1:45 p.m.