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One-Way ANOVA Calculator

Run a one-way ANOVA on three groups and get the F statistic and p-value.

Input Data

Mean of group 1.
SD of group 1 (>0).
Size of group 1.
Mean of group 2.
SD of group 2 (>0).
Size of group 2.
Mean of group 3.
SD of group 3 (>0).
Size of group 3.

Results

5.9726
0.004416

At a glance:ANOVA: F = MSB/MSW, where MSB = SSB/(k−1) and MSW = SSW/(N−k).

Formula

F = (SSB/(k−1)) / (SSW/(N−k))

$$F = \frac{SSB/(k-1)}{SSW/(N-k)}$$

How to Use

  1. Enter the means, standard deviations and sample sizes of the three groups.
  2. The calculator outputs the F statistic.
  3. Read the p-value.
  4. If p < 0.05, at least two group means differ significantly (post-hoc tests locate which pairs).

FAQ

What to do after ANOVA is significant?

The F-test only tells you that at least one group differs. To find which groups differ, run post-hoc tests (e.g. Tukey HSD).

What are ANOVA's assumptions?

Mainly that each group comes from a normal distribution, with homogeneity of variances (homoscedasticity) and independence. With large samples the normality assumption is less critical (central limit theorem).

References

Content reviewed by the Calculatorism editorial team. Results are for reference only; please refer to the relevant authorities for the official figures.

Found a problem with the results?

If this calculator's result is wrong, or you have any question about the calculation logic, please let us know. You are viewing:One-Way ANOVA Calculator/statistics/anova)。