Generalized Linear Models Regularized with the Sorted L1-Norm


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Documentation for package ‘owl’ version 0.1.1

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abalone Abalone
bodyfat Bodyfat
caretSlopeOwl Model objects for model tuning with caret
coef.Owl Obtain coefficients
deviance.Owl Model deviance
heart Heart disease
owl Generalized linear models regularized with the SLOPE (OWL) norm
plot.Owl Plot coefficients
plot.TrainedOwl Plot results from cross-validation
plotDiagnostics Plot results from diagnostics collected during model fitting
predict.Owl Generate predictions from owl models
predict.OwlBinomial Generate predictions from owl models
predict.OwlGaussian Generate predictions from owl models
predict.OwlMultinomial Generate predictions from owl models
predict.OwlPoisson Generate predictions from owl models
print.Owl Print results from owl fit
print.TrainedOwl Print results from owl fit
score Compute one of several loss metrics on a new data set
score.OwlBinomial Compute one of several loss metrics on a new data set
score.OwlGaussian Compute one of several loss metrics on a new data set
score.OwlMultinomial Compute one of several loss metrics on a new data set
score.OwlPoisson Compute one of several loss metrics on a new data set
student Student performance
trainOwl Train a owl model
wine Wine cultivars