Median absolute deviation

The median of the absolute deviations of each observation from the dataset's median, abbreviated MAD. It is a highly robust measure of statistical dispersion, resistant to outliers. For normally distributed data, multiplying MAD by approximately 1.4826 yields a consistent estimate of the standard deviation.