Skip to main content

Trimmed mean

A trimmed mean is the average of a data set computed after discarding a fixed percentage of the smallest and largest observations, making it more resistant to outliers.

ByHoang TruongUpdated

See it move

Loading infographic...

Ten sorted monthly commission payouts run €500 to €900, the last an unusually large one-off. The ordinary mean of all 10 is €6,120 ÷ 10 = €612. A 10% trimmed mean removes one value from each end, €500 and €900, leaving €520 through €660: €4,720 ÷ 8 = €590. Trimming removes the outlier's pull while keeping more information than the median alone.

Where it fits
TopicDescriptive StatisticsAdvancedSubjectData Analysis & StatisticsAdvanced

The formula

LaTeX
xˉtrim=xremainingn2g\bar{x}_{\text{trim}} = \frac{\sum x_{\text{remaining}}}{n - 2g}

Variables

Trimmed mean
Original number of observations
Number of observations trimmed from each end

Averages the data after discarding an equal number of the smallest and largest observations from each end.