How Does the Correlation between Collateral and the Underlying Derivative Affect the Haircut?

If the collateral asset is highly correlated with the underlying derivative exposure (especially positively correlated with losses), the haircut must be larger. This is because the collateral's value is likely to drop at the same time the exposure is rising, creating wrong-way risk.

Low or negative correlation provides better risk mitigation, allowing for a smaller haircut.