mixlinrb_bi: mixlinrb_bione estimates the mixture regression parameters robustly using bisquare function based on multiply initial value.

Source: R/bi_square.short.R

An EM-type of parameter estimation by replacing the least square estimation in the M-step with a robust criterior.

mixlinrb_bi(formula, data, nc = 2, nit = 200)

# S4 method for formula,ANY,numeric,numeric
mixlinrb_bi(formula, data,
  nc = 2, nit = 20)

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.

nc

Number of mixture components.

nit

Number of iterations for biSauqre method.

Value

Estimated coefficients of all components.