Axioms that make a risk measure coherent
Question
What qualifies a risk measure as coherent? List the defining properties.
Short answer
A risk measure is coherent if it is monotone, subadditive, positively homogeneous and translation invariant. Monotone: a portfolio that is always worse has higher risk. Subadditive: , so diversification never increases risk. Homogeneous: for . Translation invariant: adding cash lowers risk by . Expected shortfall is coherent; VaR fails subadditivity.
Adapted from Wilmott, Frequently Asked Questions in Quantitative Finance, FAQ 8, p.48; question and answer rewritten by SelfMadeQuant.com.
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