mixLp_one {RobMixReg}

mixLp_one : mixLp_one estimates the mixture regression parameters robustly using Laplace distribution based on one initial value.

Description

Robust mixture regression assuming that the error terms follow a Laplace distribution.

Usage

mixLp_one(formula, data, nc = 2)

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.

Value

Estimated coefficients of all components.