indicator function is

This representation allows for obtaining MAD median correlation coefficients.

Median absolute deviation around a central point

While in principle the mean or any other central point could be taken as the central point for the median absolute deviation, most often the median value is taken instead.

Median absolute deviation around the median

The median absolute deviation (also MAD) is the median of the absolute deviation

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