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Pooled standard deviation calculator

Combine the variability of two independent groups by weighting their variances by degrees of freedom.

Pooled standard deviation sₚ: —

Fill in the fields above — the result is computed on this page.

Group 1 size
—
Group 2 size
—
Group 1 mean
—
Group 2 mean
—
Group 1 standard deviation
—
Group 2 standard deviation
—
Group 1 variance
—
Group 2 variance
—
Degrees of freedom
—

What do these numbers mean?
  • The result uses the same unit as the observations.
  • A large difference between group standard deviations challenges the common-variance assumption.

The calculation assumes independent samples and a defensible common variance. Paired data or clearly unequal variances require a method suited to that design.

How do I use this page?
  1. Paste at least two observations in each group.
  2. Compare the two group standard deviations.
  3. Read sₚ and the degrees of freedom.

What this page does not do: The calculation assumes independent samples and a defensible common variance. Paired data or clearly unequal variances require a method suited to that design.

Further reading

Theory — how is pooled standard deviation calculated?

Pooled standard deviation estimates the shared spread of two independent populations from two separate samples. Each variance enters the calculation weighted by its degrees of freedom, n−1, so a larger sample has a stronger influence on the final result. The square root is taken only after the weighted variances have been combined; simply averaging two standard deviations is not valid. The measure is used, among other things, in the classic two-sample t-test.

Frequently asked questions

Can I average the two standard deviations?
No. Variances must be weighted by degrees of freedom before taking the square root.
Must the groups have equal size?
No. The formula handles unequal sizes through weights n₁−1 and n₂−1.

See also

← All calculators

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