Expected Shortfall
Expected Shortfall (ES) is a risk measure that estimates the average loss that would occur in the tail of the loss distribution beyond a specified Value at Risk (VaR) threshold at a chosen confidence level.
Example: Example: If a portfolio's 95% ES is $8 million, this reflects the average loss among the worst 5% of market outcomes (beyond the 95% VaR threshold).
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