It’s too risky to rely on financial risk models

Extremes among observed outcomes are much more often the product of “off-model” events than the result of vanishingly small probabilities. The implication is that most risk models are unsuitable for the principal purpose for which they are devised: protecting financial institutions against severe embarrassment or catastrophic failure.

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