Sparse Learning Algorithms Using a LASSO-Type Penalty for Coefficient Estimation and Model Prediction

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Documentation for package ‘SparseLearner’ version 1.0-2

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Bagging.lasso A Bagging Prediction Model Using LASSO Selection Algorithm.
Bolasso Bolasso model.
BRLasso Bootstrap ranking LASSO model.
Plot.importance Generate a plot of variable importance.
Predict.bagging Make predictions for new data from a 'bagging' object.
Print.bagging Print a bagging object.
Sparse.graph Graphic Modeling Using LASSO-Type Sparse Learning Algorithm.
TSLasso Two-stage hybrid LASSO model.