Man pages for ssMRCD
Robust Estimators for Multi-Group and Spatial Data
| align | Align Loadings of Principal Components |
| biplot.msPCA | Biplot Visualization for msPCA Objects |
| cellMGGMM | Calculation of the cellwise robust multi-group Gaussian... |
| cstep | Perform Concentration Step |
| dist_cstep | Computes Mahalanobis Distances for a Given Set of H-Subsets |
| geo_weights | Inverse Geographic Weight Matrix |
| groups_gridbased | Creates Grid-Based Neighborhood Structure |
| locOuts | Local Outlier Detection using Spatially Smoothed MRCD |
| msPCA | Compute Sparse Multi-Source Principal Components |
| objective_init | Objective Function for Init Object |
| objective_matrix | Calculation of Objective Function |
| plot.locOuts | Diagnostic Plots for Local Outlier Detection ('locOuts') |
| plot.msPCA | Plot Method for msPCA Objects |
| plot.ssMRCD | Plot Method for ssMRCD Object |
| RCOV | Regularized Covariance Matrix Calculation |
| residuals_mggmm | Calculation of Residuals for the Multi-Group GMM |
| residuals.ssMRCD | Residual Method from an ssMRCD Object |
| scale.ssMRCD | Locally Center and/or Scale or Data Using an ssMRCD Object |
| scores | Calculate Scores and Distances for Multi-Source PCA |
| screeplot.msPCA | Scree Plot and Cumulative Explained Variance for msPCA... |
| ssMRCD | Spatially Smoothed MRCD Estimator |
| summary.msPCA | Summary Method for msPCA Objects |
| time_weights | Band weight matrix for time series groupings |
| weatherAUT2021 | Austrian Weather Data 2021 |
| weatherHoheWarte | Vienna Weather Time Series (1960-2023) |
