Statistics & probability

Variance of a sum with correlation calculator

Combine two variances with their covariance contribution.

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Behind the numbers

How this calculation works

Positive correlation raises the variance of the sum. Perfect negative correlation cancels it completely when the spreads are equal.

THE FORMULAVar(X+Y)=σₓ²+σᵧ²+2ρσₓσᵧ

A worked example

Standard deviations 3 and 4 with correlation 0.5 give 9+16+12 = 37.

Good to know

Correlation is meaningful when both standard deviations are positive.

Read the result

Combine two variances with their covariance contribution.

The primary result is labeled “Variance of sum”. Keep the input definitions in view when comparing this result with another method.

Try a related calculation

Correlation is meaningful when both standard deviations are positive.

For a related exercise, try the statistics calculator.

A few questions, answered

How can I check the default inputs by hand?

Standard deviations 3 and 4 with correlation 0.5 give 9+16+12 = 37.

Which rule does this calculator apply?

Var(X+Y)=σₓ²+σᵧ²+2ρσₓσᵧ

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