Omega Ratio
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Omega Ratio

The Omega ratio is a risk-return performance measure of an investment asset, portfolio, or strategy. It was devised by Keating & Shadwick in 2002 and is defined as the probability weighted ratio of gains versus losses for some threshold return target.[1] The ratio is an alternative for the widely used Sharpe ratio and is based on information the Sharpe ratio discards.

Omega is calculated by creating a partition in the cumulative return distribution in order to create an area of losses and an area for gains relative to this threshold.

The ratio is calculated as:

${\displaystyle \Omega (r)={\frac {\int _{r}^{\infty }(1-F(x))\,dx}{\int _{-\infty }^{r}F(x)dx}}}$,

where F is the cumulative distribution function of the returns and r is the target return threshold defining what is considered a gain versus a loss. A larger ratio indicates that the asset provides more gains relative to losses for some threshold r and so would be preferred by an investor. When r is set to zero the Gain-Loss-Ratio by Bernardo and Ledoit arises as a special case.[2]

Comparisons can be made with the commonly used Sharpe ratio which considers the ratio of return versus volatility.[3] The Sharpe ratio considers only the first two moments of the return distribution whereas the Omega ratio, by construction, considers all moments.

References

1. ^ Keating & Shadwick. "A Universal Performance Measure" (PDF). The Finance Development Centre Limited. UK.
2. ^ Bernardo, Antonio E.; Ledoit, Olivier (2000-02-01). "Gain, Loss, and Asset Pricing". Journal of Political Economy. 108 (1): 144-172. CiteSeerX 10.1.1.39.2638. doi:10.1086/262114. ISSN 0022-3808.
3. ^ "Assessing CTA Quality with the Omega Performance Measure" (PDF). Winton Capital Management. UK.