F-Test Statistic Calculator

Compute variance-ratio and one‑way ANOVA F statistics with exact p‑values, critical values, and confidence intervals. Paste raw group data or enter summary values. Choose one‑sided or two‑sided tests, set alpha, and interpret results automatically. Designed for students, researchers, and engineers who want inferential results without spreadsheets or statistical packages. Includes variance ratio confidence bounds and ANOVA table with effect sizes.

Pick variance ratio test or analyze multiple groups.
Typical choices: 0.10, 0.05, 0.01.
Two-sided is standard for variance equality.
The ratio is computed as value₁²/value₂² if SDs are chosen.

FAQs

It compares two scaled variances. In a two‑sample setting it tests whether population variances are equal. In one‑way ANOVA it tests whether group means differ by comparing between‑group to within‑group variability.

For a conventional right‑tailed test, place the larger sample variance in the numerator so the statistic tends to the upper tail. The reported p‑values are tail‑aware and valid regardless of ordering.

Two‑sided tests whether variances are unequal in either direction. Right‑tailed tests if variance₁ > variance₂; left‑tailed tests if variance₁ < variance₂. Your hypothesis should reflect the scientific question.

Exact p‑values are computed from the F distribution via the regularized incomplete beta function, using numerically stable continued fractions and a Lanczos log‑gamma implementation.

Yes. Add two or more groups and paste numbers separated by commas, spaces, or semicolons. The tool computes SS, MS, F, p, and effect sizes (η², ω²).

Independent observations, approximate normality within groups, and (for ANOVA) equal variances across groups. When these fail seriously, consider robust or permutation methods.

For a two‑sided level (1−α) interval, bounds are [ (s₁²/s₂²) / F1−α/2(df₁, df₂) , (s₁²/s₂²) / Fα/2(df₁, df₂) ]. These use upper and lower F quantiles with df₁ = n₁−1 and df₂ = n₂−1.

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Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.