align_PC                Align Loadings of Principal Components
biplot.PCAloc           Biplot for PCAloc
contamination_random    Contamination Through Swapping
eval_objective          Objective function value for local sparse PCA
explained_var           Explained Variance summarized over Groups
geo_weights             Inverse Geographic Weight Matrix
groups_gridbased        Creates Grid-Based Neighborhood Structure
local_outliers_ssMRCD   Local Outlier Detection Technique based on
                        ssMRCD
objective_matrix        Calculation of Objective Function
parameter_tuning        Optimal Smoothing Parameter for ssMRCD based on
                        Local Outliers
plot.PCAloc             Plotting method PCAloc object
plot.locOuts            Diagnostic Plots for Local Outlier Detection
plot.ssMRCD             Plot Method for ssMRCD Object
plot_loadings           Plots of loadings of PCAloc object
plot_score_distances    Distance-distance plot of scores of PCA
plot_scores             Plots of score distribution
rescale_weights         Rescale Weight Matrix
residuals.ssMRCD        Extracting Residuals from Local Fit
restructure_as_list     Restructure Data Matrix as List
scale_ssMRCD            Scale Data Locally
scores                  Calculate Scores for local sparse PCA
scores.OD               Orthogonal Distances for PCAloc
scores.SD               Score Distances for PCAloc
screeplot.PCAloc        Screeplot for PCAloc
select_smoothing        Optimal Smoothing Parameter for ssMRCD based on
                        Residuals
select_sparsity         Optimal Sparsity Parameter Selection for PCA
sparsePCAloc            Calculate Sparse Principle Components
sparsity_entries        Entry-wise Sparsity in the Loadings
sparsity_group          Group-wise Sparsity in the Loadings
sparsity_mixed          Mixed Sparsity of the Loadings
sparsity_summary        Entry-wise Sparsity in the Loadings per Group
ssMRCD                  Spatially Smoothed MRCD Estimator
summary.PCAloc          Summary method for PCAloc
summary.locOuts         Summary of Local Outlier Detection
summary.ssMRCD          Summary Method for ssMRCD Object
time_weights            Band weight matrix for time series groupings
weatherAUT2021          Austrian Weather Data 2021
weatherHoheWarte        Vienna Weather Time Series (1960-2023)
