CTLERob-methods: CTLERob: Robust mixture regression based on component-wise...

Description Usage Arguments

Description

CTLERob performes robust linear regression with high breakdown point and high efficiency in each mixing components and adaptively remove the outlier samples.

Usage

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CTLERob(formula, data, nit = 20, nc = 2, rlr_method = "ltsReg")

## S4 method for signature 'formula,ANY,ANY,numeric'
CTLERob(formula, data, nit = 20,
  nc = 2, rlr_method = "ltsReg")

Arguments

formula

A symbolic description of the model to be fit.

data

A data frame containing the predictor and response variables, where the last column is the response varible.

nit

Number of iterations.

nc

Number of mixture components.

rlr_method

The regression methods, default is 'ltsReg'.


RobMixReg documentation built on Aug. 5, 2020, 5:08 p.m.