rrcov (version 1.4-7)

CovMest-class: Constrained M-estimates of Multivariate Location and Scatter

Description

This class, derived from the virtual class "CovRobust" accomodates constrained M-Estimates of multivariate location and scatter based on the translated biweight function (‘t-biweight’) using a High breakdown point initial estimate (Minimum Covariance Determinant - ‘Fast MCD’)

Arguments

Objects from the Class

Objects can be created by calls of the form new("CovMest", ...), but the usual way of creating CovMest objects is a call to the function CovMest which serves as a constructor.

Slots

vt:

Object of class "vector" - vector of weights (v)

iter, crit, wt:

from the "'>CovRobust" class.

call, cov, center, n.obs, mah, method, singularity, X:

from the "'>Cov" class.

Extends

Class "'>CovRobust", directly. Class "'>Cov", by class "'>CovRobust".

Methods

No methods defined with class "CovMest" in the signature.

References

Todorov V & Filzmoser P (2009), An Object Oriented Framework for Robust Multivariate Analysis. Journal of Statistical Software, 32(3), 1--47. URL http://www.jstatsoft.org/v32/i03/.

See Also

CovMest, Cov-class, CovRobust-class

Examples

Run this code
# NOT RUN {
showClass("CovMest")
# }

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