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Compare standard deviation and residual analysis.

User Pierz
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Answer:

The smaller the residual standard deviation, the closer is the fit of the estimate to the actual data. In effect, the smaller the residual standard deviation is compared to the sample standard deviation, the more predictive, or useful, the model is.

User Marcus Olsson
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