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MAD,MSE,Bias and MAPE are measures of forecast error. which one should you prefer and why? if bias of forecast is positive, what does that say

MAD,MSE,Bias and MAPE are measures of forecast error. which one should you prefer and why? if bias of forecast is positive, what does that say about the forecast process?

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