ICSClust-package |
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 |
discriminatory_crit.default |
Selection of ICS components based on discriminatory power |
discriminatory_crit.ICS |
Selection of ICS components based on discriminatory power |
ICSClust |
Tandem clustering with ICS |
ICS_lcov |
Local Shape Scatter Estimates for ICS |
ICS_mcd |
MCD location and Scatter Estimates for ICS |
ICS_mcd_raw |
MCD location and Scatter Estimates for ICS |
ICS_mcd_rwt |
MCD location and Scatter Estimates for ICS |
ICS_mlc |
Cauchy location and Scatter Estimates for ICS |
ICS_scov |
Simple robust estimates of scatter 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 |
med_crit.default |
Selection of Invariant components using the med criterion |
med_crit.ICS |
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 Normality Tests |
normal_crit.default |
Selection of Non-normal Invariant Components Using Marginal Normality Tests |
normal_crit.ICS |
Selection of Non-normal Invariant Components Using Marginal Normality Tests |
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 |
rmclust_clust |
Model-Based Clustering |
runif_outside_range |
Uniform distribution outside a given range |
scov |
Simple robust estimates of scatter |
select_plot |
Plot of the Generalized Kurtosis Values of the ICS Transformation |
select_plot.data.frame |
Plot of the Generalized Kurtosis Values of the ICS Transformation |
select_plot.default |
Plot of the Generalized Kurtosis Values of the ICS Transformation |
select_plot.ICS_crit |
Plot of the Generalized Kurtosis Values of the ICS Transformation |
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 |
var_crit.default |
Selection of Invariant components using the var criterion |
var_crit.ICS |
Selection of Invariant components using the var criterion |