mixlinrb_bi-methods: mixlinrb_bi: mixlinrb_bione estimates the mixture regression...

In changwn/RMR: Robust Mixture Regression

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

Description

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

Usage

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

## S4 method for signature '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.

changwn/RMR documentation built on March 29, 2025, 3:15 p.m.