Outlier Impact: Detection by Consequences

Daniel Ting, Ilya Gorbachev, Sammy Shen

We introduce a novel outlier detection method that utilizes a concrete measure of the statistical impact of an outlier rather than a vague notion of "unusualness". This allows prac…