Robust portfolio optimization in Python using Mean Absolute Deviation and Maximum Drawdown criteria for risk control.

We chose the median absolute deviation instead of the mean absolute deviation because outliers have a smaller impact on the median than on the mean. The text says "higher" if the selected area is 1 or ...