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15 — One-way ANOVA

Compare three or more group means at once. F = between-group variance / within-group variance. Big F means the groups truly differ more than they wiggle internally.

Between SS
Within SS
F-statistic
p-value
Decision
6.0
5.0
Two knobs, one F: push between up → groups separate more → F grows → reject H₀. Push within up → groups get noisier → F shrinks → harder to detect a difference even when one exists. ANOVA = signal-to-noise ratio.