Deviating multivariate observations are used typically to test the performance of outlier detection methods. Yet, generation outlying cases itself usually appears as a secondary methodological step in methods comparison. In literature, outliers defined using certain distribution parameters which differ from those clean or reference data. However, these change among authors, leading lack standar...
