Hierarchical Regularized Regression

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Documentation for package ‘xrnet’ version 0.1.7

Help Pages

coef.tune_xrnet Get coefficient estimates from "tune_xrnet" model object
coef.xrnet Get coefficient estimates from "xrnet" model object
define_enet Define elastic net regularization object for predictor and external data
define_lasso Define lasso regularization object for predictor and external data
define_penalty Define regularization object for predictor and external data
define_ridge Define ridge regularization object for predictor and external data
ext_linear Simulated external data
plot.tune_xrnet Plot k-fold cross-validation error grid
predict.tune_xrnet Predict function for "tune_xrnet" object
predict.xrnet Predict function for "xrnet" object
tune_xrnet k-fold cross-validation for hierarchical regularized regression
xrnet Fit hierarchical regularized regression model
xrnet.control Control function for xrnet fitting
x_linear Simulated example data for hierarchical regularized linear regression
y_linear Simulated outcome data