OHPL-package |
Ordered Homogeneity Pursuit Lasso for Group Variable Selection |
beer |
The beer dataset |
cv.OHPL |
Cross-Validation for Ordered Homogeneity Pursuit Lasso |
dlc |
Compute D, L, and C in the Fisher Optimal Partitions Algorithm |
FOP |
Fisher Optimal Partition |
OHPL |
Ordered Homogeneity Pursuit Lasso |
OHPL.RMSEP |
Compute RMSEP, MAE, and Q2 for a Test Set |
OHPL.sim |
Generate Simulation Data for Benchmarking Sparse Regressions (Gaussian Response) |
predict.OHPL |
Make Predictions Based on the Fitted OHPL Model |
proto |
Extract the Prototype from Each Variable Group |
soil |
The soil dataset |
wheat |
The wheat dataset |