Man pages for SDModels
Spectrally Deconfounded Models
| copy.SDForest | Copy a forest |
| copy.SDTree | Copy a tree |
| cvSDTree | Cross-validation for the SDTree |
| f_four | Function of x on a fourier basis |
| fromList.SDForest | SDForest fromList method |
| fromList.SDTree | SDTree fromList method |
| get_cp_seq.SDForest | Get the sequence of complexity parameters of an SDForest |
| get_cp_seq.SDTree | Get the sequence of complexity parameters of an SDTree |
| get_Q | Estimation of spectral transformation |
| get_W | Estimation of anchor transformation |
| mergeForest | Merge two forests |
| partDependence | Partial dependence |
| plotOOB | Visualize the out-of-bag performance of an SDForest |
| plot.partDependence | Plot partial dependence |
| plot.paths | Visualize the paths of an SDTree or SDForest |
| plot.SDTree | Plot SDTree |
| predict_individual_fj | Predictions of individual component functions for SDAM |
| predictOOB | Out-of-bag predictions for the SDForest |
| predict.SDAM | Predictions for SDAM |
| predict.SDForest | Predictions for the SDForest |
| predict.SDTree | Predictions for the SDTree |
| print.partDependence | Print partDependence |
| print.SDAM | Print SDAM |
| print.SDForest | Print SDForest |
| print.SDTree | Print a SDTree |
| prune.SDForest | Prune an SDForest |
| prune.SDTree | Prune an SDTree |
| regPath.SDForest | Calculate the regularization path of an SDForest |
| regPath.SDTree | Calculate the regularization path of an SDTree |
| SDAM | Spectrally Deconfounded Additive Models |
| SDForest | Spectrally Deconfounded Random Forests |
| SDTree | Spectrally Deconfounded Tree |
| simulate_data_nonlinear | Simulate data with linear confounding and non-linear causal... |
| simulate_data_step | Simulate data with linear confounding and causal effect... |
| stabilitySelection.SDForest | Calculate the stability selection of an SDForest |
| toList.SDForest | SDForest toList method |
| toList.SDTree | SDTree toList method |
| varImp.SDAM | Extract Variable importance for SDAM |
| varImp.SDForest | Extract variable importance of an SDForest |
| varImp.SDTree | Extract variable importance of an SDTree |
