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How Does Implied Volatility Factor into Options Margin Calculations?

Implied volatility is a critical input because it reflects the market's expectation of future price movement. Higher implied volatility leads to higher calculated option premium and thus a greater potential for loss.

Margin models incorporate volatility shifts in their stress scenarios, which directly increases the initial margin requirement.

How Does the “Stress Test” Factor into Portfolio Margin Calculations?
How Does Volatility Affect the Calculated Margin Requirement?
What Is the Formula for Calculating Initial Margin under a Standard Portfolio Margining Model?
What Is the Purpose of a Stress Testing Framework in Calculating Margin Requirements?