Winsorized mean is a method of averaging that initially replaces the smallest and largest values with the observations closest to them. This is done to limit the effect of abnormal extreme values, or outliers, on the calculation. After replacing the values, arithmetic mean formula is then used to calculate the winsorized mean.
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