Stability Selection with Error Control
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Documentation for package ‘stabs’ version 0.6-4
Help Pages
| check_folds | Check if folds result from subsampling with p = 0.5. |
| fitfun | Fit Functions for Stability Selection |
| fitfuns | Fit Functions for Stability Selection |
| glmnet.lasso | Fit Functions for Stability Selection |
| glmnet.lasso_maxCoef | Fit Functions for Stability Selection |
| lars.lasso | Fit Functions for Stability Selection |
| lars.stepwise | Fit Functions for Stability Selection |
| parameters | Method to Extract Parameters |
| plot | Plot and Print Methods for Stability Selection |
| plot.stabsel | Plot and Print Methods for Stability Selection |
| print.stabsel | Plot and Print Methods for Stability Selection |
| print.stabsel_parameters | Compute Error Bounds for Stability Selection |
| run_stabsel | Run Stability Selection |
| selected | Method to Extract Selected Variables |
| selected.stabsel | Method to Extract Selected Variables |
| stabsel | Stability Selection |
| stabsel.data.frame | Stability Selection |
| stabsel.matrix | Stability Selection |
| stabsel.stabsel | Change Parameters of Stability Selection |
| stabsel_parameters | Compute Error Bounds for Stability Selection |
| stabsel_parameters.default | Compute Error Bounds for Stability Selection |
| stabsel_parameters.stabsel | Method to Extract Parameters |
| subsample | Draw Random Subsamples |