^{10}Recall that the MAD of a sequence of observations y_{1},…,y_{n} is defined as 1.486 ⋅ median_{i}|y_{i}- median_{j}y_{j}|,
where 1.486 is a correction factor to guarantee that the MAD is a consistent scale estimator at the normal
distribution.