It is known that traditional frequency measures, such as the mean (an estimator of location) and standard deviation (an estimator of scale) are not robust to outliers: a single frequency burst can move them out of bounds.
the field of robust statistic has introduced several robust estimators (Rousseeuw and Croux, 1993).