Outliers

How to classify, detect, and manage univariate and multivariate outliers, with emphasis on pre-registration

Researchers often lack knowledge about how to deal with outliers when analyzing their data. Even more frequently, researchers do not pre-specify how they plan to manage outliers. In this paper we aim to improve research practices by outlining what …