In financial mathematics (concerned with mathematical modeling of financial markets), the entropic risk measure is a risk measure which depends on the risk aversion of the user through the exponential utility function. It is a possible alternative to other risk measures as value-at-risk or expected shortfall.

This article may be too technical for most readers to understand. (September 2010)

It is a theoretically interesting measure because it provides different risk values for different individuals whose attitudes toward risk may differ. However, in practice it would be difficult to use since quantifying the risk aversion for an individual is difficult to do. The entropic risk measure is the prime example of a convex risk measure which is not coherent.^[1] Given the connection to utility functions, it can be used in utility maximization problems.

The entropic risk measure with the risk aversion parameter ${\displaystyle \theta >0}$ is defined as

${\displaystyle \rho ^{\mathrm {ent} }(X)={\frac {1}{\theta }}\log \left(\mathbb {E} [e^{-\theta X}]\right)=\sup _{Q\in {\mathcal {M}}_{1}}\left\{E^{Q}[-X]-{\frac {1}{\theta }}H(Q|P)\right\}\,}$^[2]

where ${\displaystyle H(Q|P)=E\left[{\frac {dQ}{dP}}\log {\frac {dQ}{dP}}\right]}$ is the relative entropy of Q << P.^[3]

The acceptance set for the entropic risk measure is the set of payoffs with positive expected utility. That is

${\displaystyle A=\{X\in L^{p}({\mathcal {F}}):E[u(X)]\geq 0\}=\{X\in L^{p}({\mathcal {F}}):E\left[e^{-\theta X}\right]\leq 1\}}$

where ${\displaystyle u(X)}$ is the exponential utility function.^[3]

The conditional risk measure associated with dynamic entropic risk with risk aversion parameter ${\displaystyle \theta }$ is given by

${\displaystyle \rho _{t}^{\mathrm {ent} }(X)={\frac {1}{\theta }}\log \left(\mathbb {E} [e^{-\theta X}|{\mathcal {F}}_{t}]\right).}$

This is a time consistent risk measure if ${\displaystyle \theta }$ is constant through time, ^[4] and can be computed efficiently using forward-backwards differential equations^{[5] [6]} .

• Entropic value at risk
• List of financial performance measures