How to Calculate Winsorized Mean in Excel
In statistical analysis, the mean, or average, is a commonly used measure of central tendency. However, the standard mean can be significantly affected by the presence of outliers, which are extreme values that deviate substantially from other data points. To mitigate the influence of these outliers while still providing a measure of the center of the data, statisticians often use the Winsorized mean. This method involves replacing a certain percentage of the extreme values in a dataset with values closer to the median before calculating the average. Calculating the Winsorized mean in Excel allows for a robust measure of central tendency that is less sensitive to outliers.