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How is the F-statistic calculated in ANOVA?

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by dividing the variance between groups (mean square between) by the variance within groups (mean square within)

Take the ratio of the Between Mean Sum of Squares (MSB) to the Error Mean Sum of Squares (MSE): F = MSB/MSE.