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If you simply added the deviations, their sum would always be zero. The derived statistic would not add any information. Essentially, the choice was between summing the absolute values or taking the square root of the squares.

The latter has some very useful statistical properties.

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Q: Why do you square the deviations and then turn around and find the square root of the sum of the squares?
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