Learning Interactions via Hierarchical Group-Lasso
Regularization
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Documentation for package ‘glinternet’ version 1.0.12
Help Pages
| coef.glinternet | Return main effect and interaction coefficients. |
| glinternet | Fit a linear interaction model with group-lasso regularization that enforces strong hierarchy in the estimated coefficients |
| glinternet.cv | Cross-validation for glinternet |
| plot.glinternet.cv | Plot CV error from 'glinternetCV' object. |
| predict.glinternet | Make predictions from a "glinternet" object. |
| predict.glinternet.cv | Make predictions from a "glinternetCV" object. |