distrib_diff_residual {outlierMBC}R Documentation

Compute the response dissimilarity for a single component of a Linear CWM.

Description

Computes the response dissimilarity value and the response density for every observation.

Usage

distrib_diff_residual(x, z_g, mod_g, y_sigma_g)

Arguments

x

Covariate data only.

z_g

Component assignment probability vector.

mod_g

Component regression model.

y_sigma_g

Component regression standard deviation for the response.

Value

distrib_diff_lcwm_residual returns a list with the following elements:

diff

Response dissimilarity value for this component.

dens

Response density of all observations for this component.


[Package outlierMBC version 0.0.1 Index]