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Cohen's d calculator

Express the difference between two independent group means in pooled standard-deviation units. Group order controls the sign.

Calculator

Cohen's d (group 1 minus group 2)
1.000000
Hedges' g (approximate correction)
0.957746
Pooled sample standard deviation
2.000000
Mean difference
2.000000
Pooled degrees of freedom
18.000000

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How this calculator works

The denominator pools within-group sample variances with n - 1 weights. This independent-groups definition assumes a common population variance. The additional Hedges estimate applies the approximate small-sample multiplier 1 - 3/(4df - 1); it is labelled approximate because an exact gamma-function correction differs slightly. Each group needs at least two observations. Raw groups may have different sizes.

Formula

sp² = ((n1 - 1)s1² + (n2 - 1)s2²)/(n1 + n2 - 2); d = (mean1 - mean2)/sp; g ≈ (1 - 3/(4df - 1))d.

Worked example

Means 12 and 10, standard deviations 2 and 2, and sample sizes 10 and 10 give sp = 2 and d = 1. The approximate corrected g is 0.957746.

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Frequently asked questions

Can I use paired observations?

This page uses an independent-groups denominator. For paired designs the standard deviation of differences or another justified denominator is needed.

Is d a significance test?

No. It describes a standardised mean difference. It supplies neither a p-value nor proof of a practical effect.

What if both groups are constant?

A zero pooled standard deviation makes the standardised difference undefined, even if the means match.

Sources

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