A Modified Approach to Identifying Multiple Outliers in Multivariate Data

Abstract

Using the likelihood-based Wilks’ method to identify multiple outliers in multivariate datasets can be computationally intensive. For example, to identify the most extreme k outliers in a sample of size n, the likelihood principle requires that we......

More details can be found in the full paper.