Robust Detection Of Multiple Outliers In A Multivariate Data Set

ABSTRACT Many methods have been developed for detecting multiple outliers in a single multivariate sample, but very few for the case where there may be groups in the data set. We propose a method of simultaneously determining groups (as in cluster analysis) and detecting outliers, which are points that are distant from every group. Our […]