Stat Tools

2-Sample Variance Test (F-Test)

Analyze Phase

Compare the variability of two independent groups. Tests whether the ratio of variances is significantly different from 1. Use this before running an Independent t-Test to check the equal-variance assumption, or to compare process consistency between two lines, shifts, or suppliers.

Data Table
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Hypotheses

H₀: σ₁² = σ₂² (variances are equal)

H₁: σ₁² ≠ σ₂² (two-tailed)

Test statistic: F = s₁² / s₂², follows an F-distribution with df₁ = n₁−1, df₂ = n₂−1.

Select two metric columns to compare their variances

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