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Expected Shortfall / CVaR as a Preferred Tail Risk Functional vs VaR

Sub-additivity intuition, optimisation as linear program surrogate, coherence debates and Basel-era regulatory context.

Authored by·Editorially reviewed
Onur Erkan Yıldız
Founder, Financial Engineer · CMB-licensed

Definition

(mathrm{CVaR}_\alpha) averages losses beyond (mathrm{VaR}_\alpha) — integrates severity, not mere threshold breach.

Property

Desirable tail risk metrics often satisfy sub-additivity (portfolio diversification reduces risk).

Optimisation convex linearised surrogates enable tractable optimisation for some universes.

Practitioner note

Liquidity-adjusted tails still require scenario engineering beyond historical quantiles.

Finvestopia

Stress narratives cite tail integrals intuitively — this entry formalises the vocabulary.

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Educational content authored by our team — informational only, not investment advice.