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And you see that here visually.

Furthermore, What is the Mad for forecast errors of? The average deviation is a part of several indices of variability that is used by statisticians to characterize the dispersion among the measures in a given population.

However, this argument is based on the notion of mean-unbiasedness.

To deal with this problem, we can find the mean absolute error in percentage terms.

Likewise, what does average deviation mean in chemistry? As you might expect, the mean of the sampling distribution of the mean is: which says that the mean of the distribution of differences between sample means is equal to the difference between population means.

The difference between the two norms is that the standard deviation is calculating the square of the difference whereas the mean absolute deviation is only looking at the absolute difference.

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