uniform_spans_lcwm {outlierMBC}R Documentation

Obtain the span of the observations for each component.

Description

Determine the minimum and maximum values for each covariate / explanatory variable and for the response errors from all Gaussian observations.

Usage

uniform_spans_lcwm(range_multipliers, covariates_g, errors_g)

Arguments

range_multipliers

For every explanatory variable, the sampling region The sampling region for the Uniform distribution used to simulate proposed outliers is controlled by multiplying the component widths by these values.

covariates_g

Covariate values of the sampled observations.

errors_g

Response errors of the sampled observations.

Value

uniform_spans_lcwm returns a 2-column matrix. The final row contains the minimum and maximum values of the response errors, while the previous rows contain the minimum and maximum values for each covariate.


[Package outlierMBC version 0.0.1 Index]