MCD: Wrapper for MCD location and scatter estimates

In ICSShiny: ICS via a Shiny Application

Wrapper for MCD location and scatter estimates

Description

The function returns, for some multivariate data, the MCD location and scatter estimates obtained from CovMcd.

Usage

MCD(x, ...)

Arguments

x	numeric data matrix or dataframe.
...	further arguments passed to or from other methods.

Details

The use of the ICSShiny function requires to pass as an argument a list with: the location vector and the scatter matrix, as the first two arguments.

The MCD function is proposed inside the ICSShiny application.

Value

location	MCD location vector.
scatter	MCD scatter estimate.

Author(s)

Aurore Archimbaud and Joris May

References

CovMcd

See Also

CovMcd, ICSShiny

Examples

library(ICSShiny)
res.MCD <- MCD(iris[, 1:4], alpha = 0.75)

ICSShiny documentation built on April 4, 2025, 5:51 a.m.