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Negative volatility contribution in a long-only pair

A positive-weight asset can have a negative weighted volatility contribution when its covariance with the portfolio is negative.

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Inspect a perfectly opposed example

Use weights 40/60, dispersions 20%/10% and correlation −1. Weighted exposures are 8% and 6%, giving total model volatility 2%. The terms partly offset.

Read the signed components

Weighted volatility contributions are +8 and −6 percentage points, which sum to 2. Asset B’s negative contribution is a covariance-based hedge effect within the model; its capital weight remains positive 60%.

Original signed decomposition
AssetCapital weightVolatility contribution
A40%+8 percentage points
B60%−6 percentage points
Total100%2% model volatility

Keep the signs in the reconciliation

Taking absolute values would report 14 instead of 2 and remove the offset. A pie chart restricted to positive shares would not represent this decomposition accurately.

Retain the perfect-correlation assumption

The example assumes exact −1 correlation and supplied same-period dispersions. It does not claim a real hedge will preserve those inputs or eliminate other risks.

Further references