Hierarchical Regularized Regression

Documentation for package ‘xrnet’ version 1.0.0

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