Verardi, Vincenzo; Wagner, Joachim - Institute for the Study of Labor (IZA) - 2010
In empirical studies it often happens that some variables for some units are far away from the other observations in the sample. These extreme observations, or outliers, often have a large impact on the results of statistical analyses – conclusions based on a sample with and without these...