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Two-asset portfolio variance

For compatible returns, variance is wA²σA² + wB²σB² + 2wAwB Cov(A,B).

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Define the return combination

Portfolio return is wARA+wBRB for stated weights over one common period. This reference uses fully invested long-only weights with wB=1−wA. The variance identity itself is a second-moment relationship.

Keep the two symmetric cross terms

Expanding the squared deviation yields two identical covariance products. Their sum creates the factor two.

σP2=wA2σA2+wB2σB2+2wAwBρABσAσB\sigma_P^2=w_A^2\sigma_A^2+w_B^2\sigma_B^2+2w_Aw_B\rho_{AB}\sigma_A\sigma_B

All dispersions and correlation describe compatible returns.

Check the original numbers

Weights 0.4/0.6, dispersions 0.2/0.1 and correlation 0.3 give 0.0064+0.0036+0.00288=0.01288. The square root gives portfolio standard deviation; it is not the sum of weighted standard deviations except in the appropriate perfect-correlation case.

Use a coherent covariance record

For two positive dispersions, correlation must lie from −1 to 1. Larger matrices need broader coherence checks; valid pairwise labels alone do not establish a valid multi-asset variance model.

Further references