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Sharpe ratio

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magnitude of the Sharpe ratio is sensitive to the time period over which the underlying returns are measured. This is because the nominator of the ratio (returns) scales in proportion to time; while the denominator of the ratio (standard deviation) scales in proportion to the square root of time. Most diversified indexes of equities, bonds, mortgages or commodities have annualized Sharpe ratios below 1, which suggests that a Sharpe ratio consistently above 2.0 or 3.0 is unrealistic.
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In recent years, many financial websites have promoted the idea that a Sharpe Ratio "greater than 1 is considered acceptable; a ratio higher than 2.0 is considered very good; and a ratio above 3.0 is excellent." While it is unclear where this rubric originated online, it makes little sense since the
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call and selling one out-of-the-money put. This portfolio generates an immediate positive payoff, has a large probability of generating modestly high returns, and has a small probability of generating huge losses. Shah (2014) observed that such a portfolio is not suitable for many investors, but fund
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Bailey and López de Prado (2012) show that Sharpe ratios tend to be overstated in the case of hedge funds with short track records. These authors propose a probabilistic version of the Sharpe ratio that takes into account the asymmetry and fat-tails of the returns' distribution. With regards to the
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Even in less extreme cases, a reliable empirical estimate of Sharpe ratio still requires the collection of return data over sufficient period for all aspects of the strategy returns to be observed. For example, data must be taken over decades if the algorithm sells an insurance that involves a high
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The Sharpe ratio is convenient because it can be calculated purely from any observed series of returns without need for additional information surrounding the source of profitability. However, this makes it vulnerable to manipulation if opportunities exist for smoothing or discretionary pricing of
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In 1952, Arthur D. Roy suggested maximizing the ratio "(m-d)/σ", where m is expected gross return, d is some "disaster level" (a.k.a., minimum acceptable return, or MAR) and σ is standard deviation of returns. This ratio is just the Sharpe ratio, only using minimum acceptable return instead of the
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The Sharpe ratio seeks to characterize how well the return of an asset compensates the investor for the risk taken. When comparing two assets, the one with a higher Sharpe ratio appears to provide better return for the same risk, which is usually attractive to investors.
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will have a high empirical Sharpe ratio until one of those puts is exercised, creating a large loss. In both cases, the empirical standard deviation before failure gives no real indication of the size of the risk being run.
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Suppose the asset has an expected return of 15% in excess of the risk free rate. We typically do not know if the asset will have this return. We estimate the risk of the asset, defined as standard deviation of the asset's
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developed what is now known as the Sharpe ratio. Sharpe originally called it the "reward-to-variability" ratio before it began being called the Sharpe ratio by later academics and financial operators. The definition was:
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can be used to convert the Sharpe ratio into a rate of return. The Kelly criterion gives the ideal size of the investment, which when adjusted by the period and expected rate of return per unit, gives a rate of return.
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A negative Sharpe ratio means the portfolio has underperformed its benchmark. All other things being equal, an investor typically prefers a higher positive Sharpe ratio as it has either higher returns or lower
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This curve illustrates the fact that it is efficient to hire portfolio managers with low and even negative Sharpe ratios, as long as their correlation to the other portfolio managers is sufficiently low.
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had a Sharpe ratio of 0.76 for the period 1976 to 2011, higher than any other stock or mutual fund with a history of more than 30 years. The stock market had a Sharpe ratio of 0.39 for the same period.
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determined that the best strategy to maximize a portfolio's Sharpe ratio, when both securities and options contracts on these securities are available for investment, is a portfolio of selling one
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funds), the Sharpe ratio should be derived from the performance of the underlying assets rather than the fund returns (Such a model would invalidate the aforementioned Ponzi scheme, as desired).
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algorithm may only require a week of data if each trade occurs every 50 milliseconds, with care taken toward risk from unexpected but rare results that such testing did not capture (see
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The accuracy of Sharpe ratio estimators hinges on the statistical properties of returns, and these properties can vary considerably among strategies, portfolios, and over time.
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risk-free rate in the numerator, and using standard deviation of returns instead of standard deviation of excess returns in the denominator. Roy's ratio is also related to the
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Bailey, D. and M. Lopez de Prado (2013): "The Strategy Approval Decision: A Sharpe Ratio Indifference Curve approach", Algorithmic Finance 2(1), pp. 99-109 Available at
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Sharpe ratio uses the same equation as the one above but with realized returns of the asset and benchmark rather than expected returns; see the second example below.
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Sharpe's 1994 revision acknowledged that the basis of comparison should be an applicable benchmark, which changes with time. After this revision, the definition is:
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The (original) Sharpe ratio has often been challenged with regard to its appropriateness as a fund performance measure during periods of declining markets.
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Several statistical tests of the Sharpe ratio have been proposed. These include those proposed by Jobson & Korkie and Gibbons, Ross & Shanken.
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An investor has a portfolio with an expected return of 12% and a standard deviation of 10%. The rate of interest is 5%, and is risk-free.
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sponsors who select fund managers primarily based on the Sharpe ratio will give incentives for fund managers to adopt such a strategy.
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is a generalization of the Sharpe ratio that uses as benchmark some other, typically risky index rather than using risk-free returns.
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of the investment returns. It represents the additional amount of return that an investor receives per unit of increase in risk.
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Bailey, D. and M. López de Prado (2012): "The Sharpe Ratio Efficient Frontier", Journal of Risk, 15(2), pp.3-44. Available at
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can be problematic for the ratio, as standard deviation doesn't have the same effectiveness when these problems exist.
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Jobson JD; Korkie B (September 1981). "Performance hypothesis testing with the Sharpe and Treynor measures".
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The returns measured can be of any frequency (i.e. daily, weekly, monthly or annually), as long as they are
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will equal the Sharpe Ratio times the square root of T (the number of returns used for the calculation).
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Additionally, when examining the investment performance of assets with smoothing of returns (such as
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Scholz, Hendrik (2007). "Refinements to the Sharpe ratio: Comparing alternatives for bear markets".
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selection of portfolio managers on the basis of their Sharpe ratios, these authors have proposed a
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Gibbons M; Ross S; Shanken J (September 1989). "A test of the efficiency of a given portfolio".
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Lo, Andrew W. "The statistics of Sharpe ratios." Financial analysts journal 58.4 (2002): 36-52
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Gatfaoui, Hayette. "Sharpe Ratios and Their Fundamental Components: An Empirical Study".
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Goetzmann, William; Ingersoll, Jonathan; Spiegel, Matthew; Welch, Ivo (2002),
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are sometimes used to indicate the potential presence of these problems.
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Since its revision by the original author, William Sharpe, in 1994, the
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Roy, Arthur D. (July 1952). "Safety First and the Holding of Assets".
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Lo, Andrew W. (July–August 2002). "The Statistics of Sharpe Ratios".
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Practical Portfolio Performance Measurement and Attribution 2nd Ed
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is the numerical fraction of wealth suggested for the investment.
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of the excess of the asset return over the benchmark return, and
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of a portfolio, the Sharpe ratio considers both systematic and
1921:"A Comparison of Different Measures of Risk-adjusted Return" 483:, are often used to rank the performance of portfolio or 731:
is a constant risk-free return throughout the period,
694:{\displaystyle S={\frac {E}{\sqrt {\mathrm {var} }}}.} 596:{\displaystyle S={\frac {E}{\sqrt {\mathrm {var} }}}.} 1495:"Risks and Portfolio Decisions Involving Hedge Funds" 1212: 1176: 1144: 1124: 1104: 1072: 1040: 930: 845: 740: 710: 615: 530: 383: 330: 295: 268: 101: 2352: 2213: 2178: 2130: 2042: 1994: 1987: 1233: 1190: 1162: 1130: 1110: 1090: 1054: 957: 906: 810: 723: 693: 595: 398: 365: 308: 281: 251: 1940:Calculating and Interpreting Sharpe Ratios online 1403:Sharpe, W. F. (1966). "Mutual Fund Performance". 1270:Goetzmann, Ingersoll, Spiegel, and Welch (2002) 457:liability payout once every 5–10 years, and a 2636: 1961: 1854:The Sharpe Ratio: Statistics and Applications 8: 1930:- Some example calculations of Sharpe ratios 1726:Paul Wilmott introduces Quantitative Finance 1540:http://docs.lhpedersen.com/BuffettsAlpha.pdf 1398: 1396: 958:{\displaystyle {\frac {0.12-0.05}{0.1}}=0.7} 2643: 2629: 2621: 1991: 1968: 1954: 1946: 1599: 1493:Agarwal, Vikas; Naik, Narayan Y. (2004). 1447: 1225: 1216: 1211: 1180: 1175: 1153: 1148: 1143: 1123: 1103: 1081: 1076: 1071: 1044: 1039: 931: 929: 888: 877: 866: 853: 846: 844: 783: 781: 767: 743: 741: 739: 715: 709: 676: 652: 641: 622: 614: 567: 556: 537: 529: 389: 384: 382: 354: 341: 329: 300: 294: 273: 267: 234: 221: 203: 192: 179: 166: 155: 141: 128: 115: 106: 100: 985:illiquid assets. Statistics such as the 1820:https://doi.org/10.2469/faj.v58.n4.2453 1392: 1888:The Principal-Agent Problem in Finance 1877:, National Bureau of Economic Research 1801:The Principal-Agent Problem in Finance 1326:List of financial performance measures 2748:Present value of growth opportunities 2668:Cyclically adjusted price-to-earnings 1916:- Uses and abuses of the Sharpe Ratio 7: 2714:Enterprise value/gross cash invested 440:However, financial assets are often 16:Formula for measuring financial risk 1936:- Risk adjusted return calculations 1730:(Second ed.). Wiley. pp.  1436:The Journal of Portfolio Management 1256:Drawback as fund selection criteria 1840:Investment Performance Measurement 1565:10.1111/j.1540-6261.1981.tb04891.x 790: 787: 784: 750: 747: 744: 659: 656: 653: 574: 571: 568: 210: 207: 204: 14: 1787:https://ssrn.com/abstract=2003638 1775:https://ssrn.com/abstract=1821643 39:) measures the performance of an 2243:Conditional Value-at-Risk (CVaR) 1702:"Understanding The Sharpe Ratio" 1234:{\displaystyle \mu /\sigma ^{2}} 1034:For Brownian walk, Sharpe ratio 410:of the asset excess return. The 2819:Risk-adjusted return on capital 1499:The Review of Financial Studies 1341:Risk adjusted return on capital 1263:Sharpe ratio indifference curve 2562:Strategic financial management 2365:Asset and liability management 1206:, and, indeed, Kelly fraction 800: 794: 773: 754: 682: 663: 647: 628: 584: 578: 562: 543: 360: 334: 240: 214: 198: 172: 147: 121: 1: 1269: 1163:{\displaystyle 1/{\sqrt {T}}} 1091:{\displaystyle 1/{\sqrt {T}}} 399:{\displaystyle {\sigma _{a}}} 2680:Cash return on cash invested 1928:What is a good Sharpe Ratio? 1680:10.1057/palgrave.jam.2250040 1346:Roy's safety-first criterion 1098:, because the excess return 1055:{\displaystyle \mu /\sigma } 92:Sharpe ratio is defined as: 2140:Operational risk management 1804:, CFA Institute, p. 14 1668:Journal of Asset Management 1430:Sharpe, William F. (1994). 1301:Capital asset pricing model 991:first order autocorrelation 37:reward-to-variability ratio 2907: 2801:Return on capital employed 2312:Proportional hazards model 2263:Interest rate immunization 1757:Financial Analysts Journal 1480:IESEG School of Management 475:Sharpe ratios, along with 55:, after adjusting for its 2813:Return on tangible equity 2658: 2595: 1981:financial risk management 1914:All Hail the Sharpe Ratio 1842:. New York: Wiley, 2003. 2766:Price-earnings to growth 2258:First-hitting-time model 2223:Arbitrage pricing theory 1934:Sharpe ratio in MS excel 1909:Generalized Sharpe Ratio 1871:Sharpening Sharpe Ratios 1311:Hansen–Jagannathan bound 1306:Coefficient of variation 968:Strengths and weaknesses 442:not normally distributed 2708:Enterprise value/EBITDA 2567:Stress test (financial) 2273:Modern portfolio theory 1885:Shah, Sunit N. (2014), 1798:Shah, Sunit N. (2014), 1449:10.3905/jpm.1994.409501 1331:Modern portfolio theory 1131:{\displaystyle \sigma } 2720:Enterprise value/sales 1722:Wilmott, Paul (2007). 1553:The Journal of Finance 1371:Upside potential ratio 1244:In some settings, the 1235: 1204:dimensionless quantity 1192: 1164: 1132: 1112: 1092: 1056: 959: 908: 812: 725: 695: 597: 459:high-frequency trading 400: 367: 322:U.S. Treasury security 310: 283: 253: 74:, who developed it in 2605:Investment management 2507:Investment management 2233:Replicating portfolio 2009:Sovereign credit risk 1351:Signal-to-noise ratio 1236: 1193: 1165: 1133: 1113: 1093: 1057: 1023:and higher peaks, or 960: 924:The Sharpe ratio is: 909: 813: 726: 724:{\displaystyle R_{f}} 696: 598: 401: 368: 311: 309:{\displaystyle R_{b}} 289:is the asset return, 284: 282:{\displaystyle R_{a}} 254: 2789:Return on net assets 2610:Mathematical finance 2542:Risk-return spectrum 2532:Mathematical finance 2487:Fundamental analysis 2420:Exchange traded fund 2004:Consumer credit risk 1210: 1174: 1142: 1138:are proportional to 1122: 1111:{\displaystyle \mu } 1102: 1070: 1064:dimensional quantity 1038: 1013:normally distributed 928: 843: 738: 708: 613: 528: 381: 328: 293: 266: 99: 2674:Capitalization rate 2600:Financial economics 2557:Statistical finance 2323:Value-at-Risk (VaR) 2228:Black–Scholes model 2068:Holding period risk 1856:. CRC Press, 2022. 1405:Journal of Business 1191:{\displaystyle 1/T} 1118:and the volatility 1006:idiosyncratic risks 1000:considers only the 70:It was named after 27:(also known as the 2884:Portfolio theories 2879:Statistical ratios 2847:Sustainable growth 2577:Structured product 2572:Structured finance 2552:Speculative attack 2238:Cash flow matching 2201:Non-financial risk 2098:Interest rate risk 2024:Concentration risk 1942:- Cloud calculator 1511:10.1093/rfs/hhg044 1432:"The Sharpe Ratio" 1231: 1188: 1160: 1128: 1108: 1088: 1052: 955: 904: 808: 721: 691: 593: 489:Berkshire Hathaway 408:standard deviation 396: 363: 306: 279: 249: 65:standard deviation 2861: 2860: 2795:Return on capital 2663:Buffett indicator 2618: 2617: 2390:Corporate finance 2385:Capital structure 2339:Cash flow at risk 2335:Liquidity at risk 2308:Survival analysis 2209: 2208: 2155:Reputational risk 2029:Credit derivative 1923:. September 2013. 1862:978-1-032-01930-7 1838:Bruce J. Feibel. 1834:978-0-470-05928-9 1741:978-0-470-31958-1 1316:Information ratio 1198:correspondingly. 1158: 1086: 979:utility functions 947: 896: 883: 803: 776: 686: 685: 588: 587: 518:William F. Sharpe 426:information ratio 366:{\displaystyle E} 244: 243: 161: 72:William F. Sharpe 63:, divided by the 2896: 2874:Financial ratios 2807:Return on equity 2783:Return on assets 2737:Operating margin 2652:Financial ratios 2645: 2638: 2631: 2622: 2492:Growth investing 2410:Enterprise value 2360:Asset allocation 2343:Earnings at risk 2325:and extensions ( 2268:Market portfolio 2132:Operational risk 2117:Refinancing risk 1992: 1970: 1963: 1956: 1947: 1924: 1904:The Sharpe ratio 1893: 1892: 1880: 1878: 1876: 1806: 1805: 1795: 1789: 1783: 1777: 1771: 1765: 1764: 1752: 1746: 1745: 1729: 1719: 1713: 1712: 1710: 1708: 1698: 1692: 1691: 1663: 1657: 1656: 1628: 1622: 1621: 1603: 1594:(5): 1121–1152. 1583: 1577: 1576: 1548: 1542: 1537: 1531: 1530: 1490: 1484: 1483: 1475: 1469: 1468: 1466: 1464: 1451: 1427: 1421: 1420: 1400: 1274:out-of-the-money 1240: 1238: 1237: 1232: 1230: 1229: 1220: 1197: 1195: 1194: 1189: 1184: 1169: 1167: 1166: 1161: 1159: 1154: 1152: 1137: 1135: 1134: 1129: 1117: 1115: 1114: 1109: 1097: 1095: 1094: 1089: 1087: 1082: 1080: 1061: 1059: 1058: 1053: 1048: 964: 962: 961: 956: 948: 943: 932: 913: 911: 910: 905: 897: 889: 884: 882: 881: 872: 871: 870: 858: 857: 847: 817: 815: 814: 809: 804: 793: 782: 777: 772: 771: 753: 742: 730: 728: 727: 722: 720: 719: 700: 698: 697: 692: 687: 681: 680: 662: 651: 650: 646: 645: 623: 602: 600: 599: 594: 589: 577: 566: 565: 561: 560: 538: 405: 403: 402: 397: 395: 394: 393: 372: 370: 369: 364: 359: 358: 346: 345: 318:risk-free return 315: 313: 312: 307: 305: 304: 288: 286: 285: 280: 278: 277: 258: 256: 255: 250: 245: 239: 238: 226: 225: 213: 202: 201: 197: 196: 184: 183: 167: 162: 160: 159: 150: 146: 145: 133: 132: 116: 111: 110: 61:risk-free return 2906: 2905: 2899: 2898: 2897: 2895: 2894: 2893: 2889:Yield (finance) 2864: 2863: 2862: 2857: 2754:Price/cash flow 2697:Dividend payout 2654: 2649: 2619: 2614: 2591: 2527:Systematic risk 2425:Expected return 2405:Economic bubble 2400:Diversification 2395:Cost of capital 2348: 2205: 2174: 2126: 2108:Volatility risk 2072:Price area risk 2038: 2014:Settlement risk 1983: 1974: 1919: 1900: 1891:, CFA Institute 1884: 1883: 1874: 1867: 1866: 1852:Steven E. Pav. 1828:: Wiley, 2008. 1815: 1813:Further reading 1810: 1809: 1797: 1796: 1792: 1784: 1780: 1772: 1768: 1754: 1753: 1749: 1742: 1721: 1720: 1716: 1706: 1704: 1700: 1699: 1695: 1665: 1664: 1660: 1645:10.2307/1907413 1630: 1629: 1625: 1610:10.2307/1913625 1601:10.1.1.557.1995 1585: 1584: 1580: 1550: 1549: 1545: 1538: 1534: 1492: 1491: 1487: 1477: 1476: 1472: 1462: 1460: 1429: 1428: 1424: 1411:(S1): 119–138. 1402: 1401: 1394: 1389: 1287: 1258: 1246:Kelly criterion 1221: 1208: 1207: 1200:Kelly criterion 1172: 1171: 1140: 1139: 1120: 1119: 1100: 1099: 1068: 1067: 1036: 1035: 1002:systematic risk 970: 933: 926: 925: 873: 862: 849: 848: 841: 840: 827: 763: 736: 735: 711: 706: 705: 672: 637: 624: 611: 610: 552: 539: 526: 525: 506: 498: 481:Jensen's alphas 434: 385: 379: 378: 350: 337: 326: 325: 296: 291: 290: 269: 264: 263: 230: 217: 188: 175: 168: 151: 137: 124: 117: 102: 97: 96: 84: 53:risk-free asset 17: 12: 11: 5: 2904: 2903: 2900: 2892: 2891: 2886: 2881: 2876: 2866: 2865: 2859: 2858: 2856: 2855: 2850: 2844: 2839: 2836:Short interest 2833: 2828: 2822: 2816: 2810: 2804: 2798: 2792: 2786: 2780: 2775: 2769: 2763: 2760:Price-earnings 2757: 2751: 2745: 2739: 2734: 2729: 2723: 2717: 2711: 2705: 2702:Earnings yield 2699: 2694: 2692:Dividend cover 2689: 2686:Debt-to-equity 2683: 2677: 2671: 2665: 2659: 2656: 2655: 2650: 2648: 2647: 2640: 2633: 2625: 2616: 2615: 2613: 2612: 2607: 2602: 2596: 2593: 2592: 2590: 2589: 2584: 2579: 2574: 2569: 2564: 2559: 2554: 2549: 2544: 2539: 2534: 2529: 2524: 2519: 2514: 2509: 2504: 2499: 2494: 2489: 2484: 2483: 2482: 2477: 2472: 2467: 2462: 2457: 2452: 2447: 2442: 2437: 2427: 2422: 2417: 2412: 2407: 2402: 2397: 2392: 2387: 2382: 2377: 2372: 2367: 2362: 2356: 2354: 2353:Basic concepts 2350: 2349: 2347: 2346: 2331:Margin at risk 2327:Profit at risk 2320: 2318:Tracking error 2315: 2305: 2300: 2295: 2290: 2288:Risk-free rate 2285: 2280: 2275: 2270: 2265: 2260: 2255: 2250: 2245: 2240: 2235: 2230: 2225: 2219: 2217: 2211: 2210: 2207: 2206: 2204: 2203: 2198: 2193: 2188: 2186:Execution risk 2182: 2180: 2176: 2175: 2173: 2172: 2167: 2165:Political risk 2162: 2157: 2152: 2147: 2142: 2136: 2134: 2128: 2127: 2125: 2124: 2113:Liquidity risk 2110: 2105: 2103:Inflation risk 2100: 2095: 2093:Margining risk 2090: 2085: 2083:Valuation risk 2080: 2075: 2052:Commodity risk 2048: 2046: 2040: 2039: 2037: 2036: 2034:Securitization 2031: 2026: 2021: 2016: 2011: 2006: 2000: 1998: 1989: 1985: 1984: 1977:Financial risk 1975: 1973: 1972: 1965: 1958: 1950: 1944: 1943: 1937: 1931: 1925: 1917: 1911: 1906: 1899: 1898:External links 1896: 1895: 1894: 1881: 1864: 1850: 1836: 1822: 1814: 1811: 1808: 1807: 1790: 1778: 1766: 1747: 1740: 1714: 1693: 1674:(5): 347–357. 1658: 1639:(3): 431–450. 1623: 1578: 1559:(4): 888–908. 1543: 1532: 1485: 1470: 1422: 1417:10.1086/294846 1391: 1390: 1388: 1385: 1384: 1383: 1378: 1373: 1368: 1363: 1361:Sterling ratio 1358: 1353: 1348: 1343: 1338: 1333: 1328: 1323: 1321:Jensen's alpha 1318: 1313: 1308: 1303: 1298: 1293: 1286: 1283: 1257: 1254: 1228: 1224: 1219: 1215: 1187: 1183: 1179: 1157: 1151: 1147: 1127: 1107: 1085: 1079: 1075: 1066:and has units 1051: 1047: 1043: 969: 966: 954: 951: 946: 942: 939: 936: 903: 900: 895: 892: 887: 880: 876: 869: 865: 861: 856: 852: 826: 823: 819: 818: 807: 802: 799: 796: 792: 789: 786: 780: 775: 770: 766: 762: 759: 756: 752: 749: 746: 718: 714: 702: 701: 690: 684: 679: 675: 671: 668: 665: 661: 658: 655: 649: 644: 640: 636: 633: 630: 627: 621: 618: 604: 603: 592: 586: 583: 580: 576: 573: 570: 564: 559: 555: 551: 548: 545: 542: 536: 533: 505: 502: 497: 494: 477:Treynor ratios 433: 432:Use in finance 430: 392: 388: 375:expected value 362: 357: 353: 349: 344: 340: 336: 333: 303: 299: 276: 272: 260: 259: 248: 242: 237: 233: 229: 224: 220: 216: 212: 209: 206: 200: 195: 191: 187: 182: 178: 174: 171: 165: 158: 154: 149: 144: 140: 136: 131: 127: 123: 120: 114: 109: 105: 83: 80: 51:compared to a 33:Sharpe measure 15: 13: 10: 9: 6: 4: 3: 2: 2902: 2901: 2890: 2887: 2885: 2882: 2880: 2877: 2875: 2872: 2871: 2869: 2854: 2851: 2848: 2845: 2843: 2840: 2837: 2834: 2832: 2829: 2826: 2823: 2820: 2817: 2814: 2811: 2808: 2805: 2802: 2799: 2796: 2793: 2790: 2787: 2784: 2781: 2779: 2778:Profit margin 2776: 2773: 2770: 2767: 2764: 2761: 2758: 2755: 2752: 2749: 2746: 2743: 2742:Price-to-book 2740: 2738: 2735: 2733: 2730: 2727: 2726:Loan-to-value 2724: 2721: 2718: 2715: 2712: 2709: 2706: 2703: 2700: 2698: 2695: 2693: 2690: 2687: 2684: 2681: 2678: 2675: 2672: 2669: 2666: 2664: 2661: 2660: 2657: 2653: 2646: 2641: 2639: 2634: 2632: 2627: 2626: 2623: 2611: 2608: 2606: 2603: 2601: 2598: 2597: 2594: 2588: 2585: 2583: 2582:Systemic risk 2580: 2578: 2575: 2573: 2570: 2568: 2565: 2563: 2560: 2558: 2555: 2553: 2550: 2548: 2545: 2543: 2540: 2538: 2535: 2533: 2530: 2528: 2525: 2523: 2520: 2518: 2515: 2513: 2510: 2508: 2505: 2503: 2500: 2498: 2495: 2493: 2490: 2488: 2485: 2481: 2478: 2476: 2473: 2471: 2468: 2466: 2463: 2461: 2458: 2456: 2453: 2451: 2448: 2446: 2443: 2441: 2438: 2436: 2433: 2432: 2431: 2428: 2426: 2423: 2421: 2418: 2416: 2413: 2411: 2408: 2406: 2403: 2401: 2398: 2396: 2393: 2391: 2388: 2386: 2383: 2381: 2380:Capital asset 2378: 2376: 2373: 2371: 2370:Asset pricing 2368: 2366: 2363: 2361: 2358: 2357: 2355: 2351: 2344: 2340: 2336: 2332: 2328: 2324: 2321: 2319: 2316: 2313: 2309: 2306: 2304: 2303:Sortino ratio 2301: 2299: 2296: 2294: 2291: 2289: 2286: 2284: 2281: 2279: 2276: 2274: 2271: 2269: 2266: 2264: 2261: 2259: 2256: 2254: 2251: 2249: 2246: 2244: 2241: 2239: 2236: 2234: 2231: 2229: 2226: 2224: 2221: 2220: 2218: 2216: 2212: 2202: 2199: 2197: 2196:Systemic risk 2194: 2192: 2189: 2187: 2184: 2183: 2181: 2177: 2171: 2168: 2166: 2163: 2161: 2158: 2156: 2153: 2151: 2148: 2146: 2145:Business risk 2143: 2141: 2138: 2137: 2135: 2133: 2129: 2122: 2118: 2114: 2111: 2109: 2106: 2104: 2101: 2099: 2096: 2094: 2091: 2089: 2086: 2084: 2081: 2079: 2076: 2073: 2069: 2065: 2061: 2057: 2053: 2050: 2049: 2047: 2045: 2041: 2035: 2032: 2030: 2027: 2025: 2022: 2020: 2017: 2015: 2012: 2010: 2007: 2005: 2002: 2001: 1999: 1997: 1993: 1990: 1986: 1982: 1978: 1971: 1966: 1964: 1959: 1957: 1952: 1951: 1948: 1941: 1938: 1935: 1932: 1929: 1926: 1922: 1918: 1915: 1912: 1910: 1907: 1905: 1902: 1901: 1897: 1890: 1889: 1882: 1873: 1872: 1865: 1863: 1859: 1855: 1851: 1849: 1848:0-471-26849-6 1845: 1841: 1837: 1835: 1831: 1827: 1823: 1821: 1817: 1816: 1812: 1803: 1802: 1794: 1791: 1788: 1782: 1779: 1776: 1770: 1767: 1762: 1758: 1751: 1748: 1743: 1737: 1733: 1728: 1727: 1718: 1715: 1703: 1697: 1694: 1689: 1685: 1681: 1677: 1673: 1669: 1662: 1659: 1654: 1650: 1646: 1642: 1638: 1634: 1627: 1624: 1619: 1615: 1611: 1607: 1602: 1597: 1593: 1589: 1582: 1579: 1574: 1570: 1566: 1562: 1558: 1554: 1547: 1544: 1541: 1536: 1533: 1528: 1524: 1520: 1516: 1512: 1508: 1504: 1500: 1496: 1489: 1486: 1481: 1474: 1471: 1459: 1455: 1450: 1445: 1441: 1437: 1433: 1426: 1423: 1418: 1414: 1410: 1406: 1399: 1397: 1393: 1386: 1382: 1379: 1377: 1374: 1372: 1369: 1367: 1366:Treynor ratio 1364: 1362: 1359: 1357: 1356:Sortino ratio 1354: 1352: 1349: 1347: 1344: 1342: 1339: 1337: 1334: 1332: 1329: 1327: 1324: 1322: 1319: 1317: 1314: 1312: 1309: 1307: 1304: 1302: 1299: 1297: 1294: 1292: 1289: 1288: 1284: 1282: 1278: 1275: 1271: 1267: 1264: 1255: 1253: 1250: 1247: 1242: 1226: 1222: 1217: 1213: 1205: 1201: 1185: 1181: 1177: 1155: 1149: 1145: 1125: 1105: 1083: 1077: 1073: 1065: 1049: 1045: 1041: 1032: 1030: 1026: 1022: 1018: 1014: 1009: 1007: 1003: 999: 998:Treynor ratio 994: 992: 988: 982: 980: 976: 967: 965: 952: 949: 944: 940: 937: 934: 922: 919: 918: 914: 901: 898: 893: 890: 885: 878: 874: 867: 863: 859: 854: 850: 838: 837:excess return 832: 831: 824: 822: 805: 797: 778: 768: 764: 760: 757: 734: 733: 732: 716: 712: 688: 677: 673: 669: 666: 642: 638: 634: 631: 625: 619: 616: 609: 608: 607: 590: 581: 557: 553: 549: 546: 540: 534: 531: 524: 523: 522: 519: 514: 512: 511:Sortino ratio 503: 501: 495: 493: 490: 486: 482: 478: 473: 471: 466: 464: 460: 454: 451: 447: 446:Ponzi schemes 443: 438: 431: 429: 427: 422: 420: 415: 413: 409: 390: 386: 376: 355: 351: 347: 342: 338: 331: 323: 319: 301: 297: 274: 270: 246: 235: 231: 227: 222: 218: 193: 189: 185: 180: 176: 169: 163: 156: 152: 142: 138: 134: 129: 125: 118: 112: 107: 103: 95: 94: 93: 91: 90: 81: 79: 77: 73: 68: 66: 62: 58: 54: 50: 46: 42: 38: 34: 30: 26: 22: 2830: 2537:Moral hazard 2522:Risk of ruin 2298:Sharpe ratio 2297: 2160:Country risk 2121:Deposit risk 2019:Default risk 1887: 1870: 1853: 1839: 1825: 1800: 1793: 1781: 1769: 1760: 1756: 1750: 1725: 1717: 1705:. Retrieved 1696: 1671: 1667: 1661: 1636: 1633:Econometrica 1632: 1626: 1591: 1588:Econometrica 1587: 1581: 1556: 1552: 1546: 1535: 1505:(1): 63–98. 1502: 1498: 1488: 1479: 1473: 1461:. Retrieved 1442:(1): 49–58. 1439: 1435: 1425: 1408: 1404: 1296:Calmar ratio 1279: 1268: 1262: 1259: 1251: 1243: 1203: 1063: 1033: 1029:distribution 1021:fatter tails 1010: 995: 983: 971: 923: 920: 916: 915: 833: 829: 828: 820: 703: 605: 515: 507: 499: 474: 470:with-profits 467: 455: 439: 435: 423: 418: 416: 261: 87: 85: 69: 36: 32: 29:Sharpe index 28: 25:Sharpe ratio 24: 18: 2825:Risk return 2772:Price-sales 2710:(EV/EBITDA) 2587:Toxic asset 2547:Speculation 2480:social work 2465:engineering 2293:Risk parity 2278:Omega ratio 2191:Profit risk 2078:Equity risk 2056:Volume risk 2044:Market risk 1996:Credit risk 1336:Omega ratio 487:managers. 485:mutual fund 463:flash crash 450:put options 412:t-statistic 320:(such as a 2868:Categories 2722:(EV/Sales) 2676:(Cap Rate) 2170:Legal risk 2150:Model risk 2064:Shape risk 2060:Basis risk 1988:Categories 1387:References 1291:Bias ratio 996:While the 987:bias ratio 975:volatility 82:Definition 43:such as a 41:investment 35:, and the 2517:Risk pool 2430:Financial 1707:March 14, 1688:154908707 1596:CiteSeerX 1519:0893-9454 1223:σ 1214:μ 1126:σ 1106:μ 1050:σ 1042:μ 938:− 917:Example 2 875:σ 860:− 830:Example 1 761:− 704:Note, if 670:− 635:− 550:− 516:In 1966, 387:σ 348:− 228:− 186:− 153:σ 135:− 49:portfolio 2716:(EV/GCI) 2440:analysis 2375:Bad debt 2253:Drawdown 2215:Modeling 1463:June 12, 1458:55394403 1376:V2 ratio 1285:See also 1025:skewness 1017:kurtosis 825:Examples 45:security 2853:Treynor 2842:Sortino 2821:(RAROC) 2682:(CROCI) 2455:betting 2445:analyst 2435:adviser 2088:FX risk 1653:1907413 1618:1913625 1573:2327554 1527:1262669 1381:Z score 1027:on the 504:History 419:ex-post 406:is the 373:is the 316:is the 89:ex-ante 21:finance 2831:Sharpe 2815:(ROTE) 2803:(ROCE) 2791:(RONA) 2756:(P/CF) 2750:(PVGO) 2670:(CAPE) 2497:Hazard 2248:Copula 2115:(e.g. 2054:(e.g. 1860:  1846:  1832:  1824:Bacon 1738:  1734:–432. 1686:  1651:  1616:  1598:  1571:  1525:  1517:  1456:  262:where 31:, the 23:, the 2849:(SGR) 2838:(SIR) 2827:(RRR) 2809:(ROE) 2797:(ROC) 2785:(ROA) 2774:(P/S) 2768:(PEG) 2762:(P/E) 2744:(P/B) 2732:Omega 2728:(LTV) 2704:(E/P) 2688:(D/E) 2502:Hedge 2460:crime 2450:asset 2283:RAROC 2179:Other 1875:(PDF) 1684:S2CID 1649:JSTOR 1614:JSTOR 1569:JSTOR 1523:JSTOR 1454:S2CID 1202:is a 1062:is a 496:Tests 2512:Risk 2475:risk 1979:and 1858:ISBN 1844:ISBN 1830:ISBN 1763:(4). 1736:ISBN 1709:2011 1515:ISSN 1465:2012 1170:and 989:and 941:0.05 935:0.12 894:0.10 891:0.15 479:and 424:The 417:The 324:). 76:1966 57:risk 2470:law 2415:ESG 1732:429 1676:doi 1641:doi 1606:doi 1561:doi 1507:doi 1444:doi 1413:doi 953:0.7 945:0.1 902:1.5 465:). 47:or 19:In 2870:: 2341:, 2337:, 2333:, 2329:, 2119:, 2070:, 2066:, 2062:, 2058:, 1761:58 1759:. 1682:. 1670:. 1647:. 1637:20 1635:. 1612:. 1604:. 1592:57 1590:. 1567:. 1557:36 1555:. 1521:. 1513:. 1503:17 1501:. 1497:. 1452:. 1440:21 1438:. 1434:. 1409:39 1407:. 1395:^ 1019:, 981:. 78:. 2644:e 2637:t 2630:v 2345:) 2314:) 2310:( 2123:) 2074:) 1969:e 1962:t 1955:v 1879:. 1744:. 1711:. 1690:. 1678:: 1672:7 1655:. 1643:: 1620:. 1608:: 1575:. 1563:: 1529:. 1509:: 1482:. 1467:. 1446:: 1419:. 1415:: 1227:2 1218:/ 1186:T 1182:/ 1178:1 1156:T 1150:/ 1146:1 1084:T 1078:/ 1074:1 1046:/ 950:= 899:= 886:= 879:a 868:f 864:R 855:a 851:R 806:. 801:] 798:R 795:[ 791:r 788:a 785:v 779:= 774:] 769:f 765:R 758:R 755:[ 751:r 748:a 745:v 717:f 713:R 689:. 683:] 678:b 674:R 667:R 664:[ 660:r 657:a 654:v 648:] 643:b 639:R 632:R 629:[ 626:E 620:= 617:S 591:. 585:] 582:R 579:[ 575:r 572:a 569:v 563:] 558:f 554:R 547:R 544:[ 541:E 535:= 532:S 391:a 361:] 356:b 352:R 343:a 339:R 335:[ 332:E 302:b 298:R 275:a 271:R 247:, 241:] 236:b 232:R 223:a 219:R 215:[ 211:r 208:a 205:v 199:] 194:b 190:R 181:a 177:R 173:[ 170:E 164:= 157:a 148:] 143:b 139:R 130:a 126:R 122:[ 119:E 113:= 108:a 104:S

Index

finance
investment
security
portfolio
risk-free asset
risk
risk-free return
standard deviation
William F. Sharpe
1966
ex-ante
risk-free return
U.S. Treasury security
expected value
standard deviation
t-statistic
information ratio
not normally distributed
Ponzi schemes
put options
high-frequency trading
flash crash
with-profits
Treynor ratios
Jensen's alphas
mutual fund
Berkshire Hathaway
Sortino ratio
William F. Sharpe
excess return

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