estimate-methods: Methods for Function estimate in Package 'rrcov'

In rrcov: Scalable Robust Estimators with High Breakdown Point

Methods for Function estimate in Package 'rrcov'

Description

Each concrete control class, like CovControlMest, CovControlOgk, etc., should implement an restimate method which will call the correponding (constructor)-function and will return the obtained S4 class, derived from CovRobust.

Usage

## S4 method for signature 'CovControlMest'
restimate(obj, x, ...)

Arguments

obj	an object of class "CovControlEstimate"
x	Data frame or matrix containing the data

.

...	other parameters to be passed through to the estimation function.

Methods

obj = "CovControlMcd"

Compute the MCD estimates of multivariate location and scatter by callingCovMcd

obj = "CovControlMest"

Compute the constrained M-estimates of multivariate location and scatter by callingCovMest

obj = "CovControlOgk"

Compute the Ortogonalized Gnanadesikan-Kettenring (OGK) estimates of multivariate location and scatter by callingCovOgk

rrcov documentation built on May 29, 2024, 1:13 a.m.