In multiple regressions, if the F-ratio is small, the explained variation is small relative to the unexplained variation.

Name: In multiple regressions, if the F-ratio is small, the explained variation is small relative to the unexplained variation.
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The F-ratio measures the overall fit of the model by comparing the explained variation to the unexplained variation, so a small F-ratio indicates that the explained variation is small relative to the unexplained variation.

In Multiple Regressions, If the F-Ratio Is Small, the Explained