The average of the absolute deviations from a central point.
It is a summary statistic of statistical dispersion or variability.
It is a robust measure of the variability of a univariate sample of quantitative data.
(https://en.wikipedia.org/wiki/Median_absolute_deviation)
MAD = median(|xᵢ - x̄|)
x̄ is the median