This paper fits into the research stream started by Aumann and Serrano (2008) with their index R AS , and introduces a new index of riskiness called I θ . In particular, our intuition moves from the observation that the R AS index is defined over the set of gambles whose expected value of losses is lower than the one of gains. We then restrict the attention on investment opportunities in a proper relation with a benchmark value and we build the index I θ . The mathematical features of the new index are discussed in deepest detail, providing evidence that I θ can be used by the investor in comparing risks: θ plays the role of a threshold value such that once fixed in the range (0,1] , I θ suggests to take into consideration a gamble (an investment, an asset) g only if the ratio between the expected value of its losses and the expected value of its gains is lower than such θ . Moreover, I θ nests R AS as special case when θ = 1, and it satisfies both homogeneity and duality properties. In the light of these features, I θ seems to satisfy the common need among practitioners for flexible index of riskiness.
KeywordsIndex of RiskinessThreshold ValueLosses/Gains Ratio
Markowitz, H.M. (1952) Portfolio Selection. The Journal of Finance, 7, 77-91. http://dx.doi.org/10.2307/2975974
Markowitz, H.M. (1959) Portfolio Selection: Efficient Diversification of Investment. Yale University Press, New Haven.
Roy, A. (1952) Safety First and the Holding of Assets. Econometrica, 20, 431-449. http://dx.doi.org/10.2307/1907413
Laffont, J.J. (1993) The Economics of Uncertainty and Information. MIT Press, Cambridge.
Haddar, J. and Russel, W.R. (1969) Rules for Ordering Uncertain Prospects. American Economic Review, 59, 25-34.
Rothschild, M. and Stiglitz, J. (1970) Increasing Risk: A Definition. Journal of Economic Theory, 2, 225-243. http://dx.doi.org/10.1016/0022-0531(70)90038-4
Arrow, K.J. (1951) Alternative Approaches to the Theory of Choice in Risk-Taking Situations. Econometrica, 19, 404-437. http://dx.doi.org/10.2307/1907465
Pratt, J. (1964) Risk Aversion in the Small and in the Large. Econometrica, 32, 122-136.
Rockafellar, R.T., Uryasev, S. and Zabarankin, M. (2006) Generalized Deviations in Risk Analysis. Finance and Stochastics, 10, 51-74. http://dx.doi.org/10.1007/s00780-005-0165-8
J. P. Morgan (1996) Risk Metrics Technical Document. Morgan Guarantee Trust Company.
Pflug, G.C. (2000) Some Remarks on the Value-at-Risk and the Conditional Value-at-Risk. In: Uryasev, S.P., Ed., Probabilistic Constrained Optimization: Methodology and Applications, Kluwer, Norwell, 278-287. http://dx.doi.org/10.1007/978-1-4757-3150-7_15
Artzner, P., Delbaen, F., Eber, J.M. and Heath, D. (1999) Coherent Measures of Risk. Mathematical Finance, 9, 203-228. http://dx.doi.org/10.1111/1467-9965.00068
Rockafellar, R.T. (2007) Coherent Approaches to Risk in Optimization under Uncertainty. INFORMS Tutorials in Operations Research, Institute for Operations Research and the Management Sciences, Hannover, 38-61.
Dowd, K. (2005) Measuring Market Risk. The Wiley Finance Series # 323.
Aumann, R. and Serrano, R. (2008) An Economic Index of Riskiness. Journal of Political Economy, 116, 810-836. http://dx.doi.org/10.1086/591947
Foster, D.P. and Hart, S. (2009) An Operational Measure of Riskiness. Journal of Political Economy, 117, 785-814. http://dx.doi.org/10.1086/644840
Riedel, F. and Hellmann, T. (2015) The Foster-Hart Measure of Riskiness for General Gambles. Theoretical Economics, 10, 1-9. http://dx.doi.org/10.3982/TE1499
Schreiber, A. (2013) Comparing Local Risk by Acceptance and Rejection. Mathematical Finance, Published Online. http://dx.doi.org/10.1111/mafi.12054
Hart, S. (2011) Comparing Risks by Acceptance and Rejection. Journal of Political Economy, 119, 617-638. http://dx.doi.org/10.1086/662222
Foster, D.P. and Hart, S. (2013) A Wealth-Requirement Axiomatization of Riskiness. Theoretical Economics, 8, 591-620. http://dx.doi.org/10.3982/TE1150
Bennett, C.J. and Thompson, B.S. (2013) Moving the Goalposts: Subjective Performance Benchmarks and the Aumann-Serrano Measure of Riskiness. Working Paper, SSRN Electronic Journal. http://dx.doi.org/10.2139/ssrn.2247023
Bosch-Badia, M.T., Montllor-Serrats, J. and Tarrazon-Rodon, M.A. (2014) Unveiling the Embedded Coherence in Divergent Performance Rankings. Journal of Banking & Finance, 42, 154-165. http://dx.doi.org/10.1016/j.jbankfin.2014.01.015
Sharpe, W.F. (1966) Mutual fund performance. The Journal of Business, 39, 119-138. http://dx.doi.org/10.1086/294846
Sharpe, W.F. (1994) The Sharpe Ratio. The Journal of Portfolio Management, 21, 49-58. http://dx.doi.org/10.3905/jpm.1994.409501
Michaeli, M. (2014) Riskiness for Sets of Gambles. Economic Theory, 56, 515-547.
Kadan, O. and Liu, F. (2011) Performance Evaluation with High Moments and Disaster Risk. Working Paper. http://ssrn.com/abstract=2020724
Hansen, L.P. (1982) Large Sample Properties of Generalized Method of Moments Estimators. Econometrica, 50, 1029-1054. http://dx.doi.org/10.2307/1912775
Ortobelli, S., Rachev, S.T., Shalit, H. and Fabozzi, F.J. (2013) Portfolio Selection Problems Consistent with Given Preference Orderings. International Journal of Theoretical and Applied Finance, 16, Article ID: 1350029.
Meilijson, I. (2009) On the Adjustment Coefficient, Drawdowns and Lundberg-Type Bounds for Random Walk. The Annals of Applied Probability, 19, 1015-1025. http://dx.doi.org/10.1214/08-AAP567
Homm, U. and Pigorsch, C. (2012) An Operational Interpretation and Existence of the Aumann-Serrano Index of Riskiness. Economic Letters, 114, 265-267. http://dx.doi.org/10.1016/j.econlet.2011.10.030
Homm, U. and Pigorsch, C. (2012) Beyond the Sharpe Ratio: An Application of the Aumann-Serrano Index to Performance Measurement. Journal of Banking and Finance, 36, 2274-2284. http://dx.doi.org/10.1016/j.jbankfin.2012.04.005
Shalit, H. (2011) Measuring Risk in Israeli Mutual Funds: Conditional Value-at-Risk vs. Aumann-Serrano Riskiness Index. Working Paper, Ben-Gurion University of the Negev, Beersheba.
Kauffmann, A., Shalit, H. and Zahavi, G. (2012) Profit Index—Pertinent Risk of Financial Investment. Working Paper. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2190841
Shalit, H. (2013) On Pertinent Risk. Working Paper, Ben-Gurion University of the Negev., Beersheba.
Bernardo, A.E. and Ledoit, O. (2000) Gain, Loss and Asset Pricing. Journal of Political Economy, 108, 144-172.
Von Neumann, J. and Morgenstern, O. (1944) Theory of Games and Economic Behavior. Princeton University Press, Princeton.