| copy | Copy a forest | 
| copy.SDForest | Copy a forest | 
| copy.SDTree | Copy a tree | 
| cvSDTree | Cross-validation for the SDTree | 
| fromList | SDForest fromList method | 
| fromList.SDForest | SDForest fromList method | 
| fromList.SDTree | SDTree fromList method | 
| f_four | Function of x on a fourier basis | 
| get_cp_seq | Get the sequence of complexity parameters of an SDForest | 
| 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 | 
| plot.partDependence | Plot partial dependence | 
| plot.paths | Visualize the paths of an SDTree or SDForest | 
| plot.SDForest | Plot performance of SDForest against number of trees | 
| plot.SDTree | Plot SDTree | 
| plotOOB | Visualize the out-of-bag performance of an SDForest | 
| predict.SDAM | Predictions for SDAM | 
| predict.SDForest | Predictions for the SDForest | 
| predict.SDTree | Predictions for the SDTree | 
| predictOOB | Out-of-bag predictions for the SDForest | 
| predict_individual_fj | Predictions of individual component functions for SDAM | 
| print.partDependence | Print partDependence | 
| print.SDAM | Print SDAM | 
| print.SDForest | Print SDForest | 
| print.SDTree | Print a SDTree | 
| prune | Prune an SDForest | 
| prune.SDForest | Prune an SDForest | 
| prune.SDTree | Prune an SDTree | 
| regPath | Calculate the regularization path of an SDForest | 
| 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 effect | 
| simulate_data_step | Simulate data with linear confounding and causal effect following a step-function | 
| stabilitySelection | Calculate the stability selection of an SDForest | 
| stabilitySelection.SDForest | Calculate the stability selection of an SDForest | 
| toList | SDForest toList method | 
| toList.SDForest | SDForest toList method | 
| toList.SDTree | SDTree toList method | 
| varImp | Extract variable importance of an SDForest | 
| varImp.SDAM | Extract Variable importance for SDAM | 
| varImp.SDForest | Extract variable importance of an SDForest | 
| varImp.SDTree | Extract variable importance of an SDTree |