CTLERob | R Documentation |
CTLERob performes robust linear regression with high breakdown point and high efficiency in each mixing components and adaptively remove the outlier samples.
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")
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'. |
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