Winsorisation: How to outsmart the outliers and address bad input data
In a world of large data sets, techniques such as winsorisation can be used to handle outliers by keeping the observation but reducing its influence on aggregate metrics like value weighted performance, writes Chris Sparrow, principal product manager at FactSet.