Man pages for markvdwiel/GRridge
Better prediction by use of co-data: Adaptive group-regularized ridge regression
| auc | Area under the ROC curve |
| CreatePartition | Creates a partition (groups) of variables |
| dataFarkas | Contains three R-objects, including the data and the binary... |
| dataSimlin | Small simulated data set with linear response |
| dataVerlaat | Contains 5 R-objects, including the data and the binary... |
| dataWurdinger | R-objects related to the mRNAseq data |
| grridge | Group-regularized (logistic) ridge regression |
| grridgeCV | Returns the cross-validated predictions |
| GRridge-package | Implements adaptive group-regularized (logistic) ridge... |
| hello | Hello, World! |
| matchGeneSets | Creates a grouping of variables (genes) from gene sets |
| mergeGroups | Merge groups in a partition |
| PartitionsSelection | Co-data selection in a Group-regularized ridge regression... |
| predict.grridge | Predictions for new samples |
| roc | Produces ROC curve for probabilistic classifiers (e.g.... |
