Man pages for ICSClust
Tandem Clustering with Invariant Coordinate Selection
| component_plot | Scatterplot Matrix with densities on the diagonal |
| discriminatory_crit | Selection of ICS components based on discriminatory power |
| ICSClust | Tandem clustering with ICS |
| ICSClust-package | Tandem Clustering with Invariant Coordinate Selection |
| ICS_lcov | Local Shape Scatter Estimates for ICS |
| ICS_mcd | MCD location and Scatter Estimates for ICS |
| ICS_mlc | Cauchy location and Scatter Estimates for ICS |
| ICS_tcov | Pairwise one-step M-estimate of scatter for ICS |
| ICS_ucov | Simple robust estimates of scatter for ICS |
| kmeans_clust | _k_-means clustering |
| mclust_clust | Model-Based Clustering |
| med_crit | Selection of Invariant components using the med criterion |
| mixture_sim | Simulation of a mixture of Gaussian distributions |
| normal_crit | Selection of Non-normal Invariant Components Using Marginal... |
| pam_clust | Partitioning Around Medoids clustering |
| plot.ICSClust | Scatterplot Matrix with densities on the diagonal |
| print.ICSClust_summary | Print of an 'ICSClust_summary' object |
| rimle_clust | Robust Improper Maximum Likelihood Clustering |
| runif_outside_range | Uniform distribution outside a given range |
| select_plot | Plot of the Generalized Kurtosis Values of the ICS... |
| summary.ICSClust | Summary of an 'ICSClust' object |
| tcov | Pairwise one-step M-estimate of scatter |
| tkmeans_clust | Trimmed k-means clustering |
| ucov | Simple robust estimates of scatter |
| var_crit | Selection of Invariant components using the var criterion |
