Inside the Data: The False Security of Normal Distributions
Value at Risk provides a useful measure of portfolio downside exposure, but it can underestimate extreme market risks. This article examines how Expected Shortfall, historical stress replays and scenario-based testing help family offices identify vulnerabilities that conventional risk models may overlook.