What is the MAD? What is the MSD? How do we use these quantities? Why does the MSD penalize a…

 

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What is the MAD? What is the MSD? How do we use these
quantities?  Why does the MSD penalize a forecasting method much more for large
forecast errors than for small forecast errors?