R: Tandem Clustering with Invariant Coordinate Selection

# Tandem Clustering with Invariant Coordinate Selection

## Documentation for package ‘ICSClust’ version 0.1.1

- DESCRIPTION file
- Package README

## Help Pages

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