ICSShiny (version 0.6)

ICS via a Shiny Application

Description

Performs Invariant Coordinate Selection (ICS) (Tyler, Critchley, Duembgen and Oja (2009) ) and especially ICS for multivariate outlier detection with application to quality control (Archimbaud, Nordhausen, Ruiz-Gazen (2018) ) using a shiny app.

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Version

Install

install.packages('ICSShiny')

Monthly Downloads

216

Version

0.6

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

March 27th, 2025

Functions in ICSShiny (0.6)

MCD

Wrapper for MCD location and scatter estimates

Wrapper for Joint M-estimation of location and scatter for a multivariate t-distribution

print.icsshiny

Prints the ICSshiny Results

HRMEST

Wrapper for Joint Affine Equivariant Estimation of Multivariate Median and Tyler's Shape Matrix

ICSShiny

Invariant Coordinate Selection With a Shiny App