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How Does the Correlation between Assets Affect the Effectiveness of Cross-Margining?

The effectiveness of cross-margining is directly proportional to the negative correlation between the assets in the portfolio. If assets are negatively correlated (e.g. one goes up when the other goes down), the margin requirement is significantly reduced because the risk offsets each other.

If assets are positively correlated, the benefit is minimal, as the risks compound, leading to higher margin requirements.

What Is the Formula for Calculating Initial Margin under a Standard Portfolio Margining Model?
What Types of Derivatives Positions Are Considered ‘Offsetting’ for Margin Purposes?
How Does the Basis between Perpetual Futures and Spot Price Relate to the Funding Rate?
How Does Portfolio Margining Potentially Reduce Overall Margin Requirements?