handling outliers

An outlier is formally defined as an observation point that lies an abnormal distance from other values in a random sample from a population. These unusual data points, often termed anomalies, are critical because their presence can severely distort statistical measures, leading to biased estimates, inflated standard errors, and potentially flawed conclusions derived from the […]