id_out.robdist_subset: Identifies outliers based on robust distance, with adjustment...

Description Usage Arguments Value

Description

Observations whose robust distance lies in the top 1e-2, 1e-3, and 1e-4 quantiles of the estimated F distribution are labeled as outliers.

Usage

1
id_out.robdist_subset(distance, inMCD, Fparam)

Arguments

distance

A vector of length n with the robust distance estimate of each observation.

inMCD

A vector of length n indicating if each observation is within the MCD subset.

Fparam

The estimated parameters of the F distribution of MCD distances.

Value

A list with components

outliers

An n x 3 data.frame indicating if each observation is an outlier at the 1e-2, 1e-3, and 1e-4 quantile levels.

cutoffs

The robust distance cutoff values: the 1e-2, 1e-3, and 1e-4th quantiles


muschellij2/clever documentation built on May 15, 2019, 3:16 p.m.