What to do with outliers
One of the common questions from students is whether they can "just get rid of outliers." The answer is - it's complicated. Students should never simply discard data because they feel that it someone compromises the significance of their study. Any time that outliers are eliminated from a data set, that choice needs to be justified. Below is an explanation of the two ways that outliers may be eliminated: a practical...