SDAM                    Spectrally Deconfounded Additive Models
SDForest                Spectrally Deconfounded Random Forests
SDTree                  Spectrally Deconfounded Tree
cvSDTree                Cross-validation for the SDTree
f_four                  Function of x on a fourier basis
get_Q                   Estimation of spectral transformation
get_W                   Estimation of anchor transformation
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
mergeForest             Merge two forests
partDependence          Partial dependence
plot.SDForest           Plot performance of SDForest against number of
                        trees
plot.SDTree             Plot SDTree
plot.partDependence     Plot partial dependence
plot.paths              Visualize the paths of an SDTree or SDForest
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.SDAM              Print SDAM
print.SDForest          Print SDForest
print.partDependence    Print partDependence
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
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.SDForest
                        Calculate the stability selection 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
