
OUTLIER DETECTION AND TREATMENT
Outlier is an observation that is in a random sample from a population an abnormal distance from other values. In simple words it leaves up to the analyst to decide that what will be considered as abnormal. Before abnormal observations can be singled out, it is necessary to characterize normal observations. DEFINITION: Outliers are observations with…