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Kurtosis risk

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76:" risk. The "fat tail" metaphor explicitly describes the situation of having more observations at either extreme than the tails of the normal distribution would suggest; therefore, the tails are "fatter". 91:, ignored kurtosis risk to its detriment. After four successful years, this hedge fund had to be bailed out by major investment banks in the late 1990s because it understated the kurtosis of many 328:
Premaratne, G., Bera, A. K. (2000). Modeling Asymmetry and Excess Kurtosis in Stock Return Data. Office of Research Working Paper Number 00-0123, University of Illinois
106:, a French mathematician, extensively researched this issue. He felt that the extensive reliance on the normal distribution for much of the body of modern finance and 49:
that have a tendency to occasionally be much farther (in terms of number of standard deviations) from the average than is expected for a normal distribution.
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when the latter may in fact have kurtosis much greater than does the normal distribution. Kurtosis risk is commonly referred to as "
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Ignoring kurtosis risk will cause any model to understate the risk of variables with high kurtosis. For instance,
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The (Mis)Behavior of Markets: A Fractal View of Risk, Ruin, and Reward
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The (Mis)Behavior of Markets: A Fractal View of Risk, Ruin, and Reward
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Dhesi, Gurjeet; Shakeel, Bilal; Ausloos, Marcel (23 July 2019).
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is a serious flaw of any related models including the
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The Black Swan: The Impact of the Highly Improbable
303: 333: 298: 221:"Bailout of Long-Term Capital: A Bad Precedent?" 95:underlying the fund's own trading positions. 64:-related quantitative model that assumes the 114:option model developed by Myron Scholes and 271: 261: 98: 189: 334: 13: 14: 368: 233: 213: 183: 1: 302:; Hudson, Richard L. (2004). 292: 246:Annals of Operations Research 130:published on August 3, 2004. 81:Long-Term Capital Management 7: 133: 120:capital asset pricing model 52: 10: 373: 263:10.1007/s10479-019-03305-z 195:"Rashomon in Connecticut" 176: 155:Holy grail distribution 16:Term in decision theory 99:Research by Mandelbrot 171:Nassim Nicholas Taleb 150:Stochastic volatility 70:independent variables 357:Mathematical finance 229:. December 26, 2008. 93:financial securities 60:risk applies to any 45:, but is applied to 37:that results when a 342:Normal distribution 68:for certain of its 66:normal distribution 43:normal distribution 300:Mandelbrot, Benoit 226:The New York Times 193:(2 October 1998). 160:Taleb distribution 124:William F. Sharpe 108:investment theory 104:Benoit Mandelbrot 39:statistical model 364: 325: 309: 286: 285: 275: 265: 237: 231: 230: 217: 211: 210: 208: 207: 187: 372: 371: 367: 366: 365: 363: 362: 361: 332: 331: 322: 295: 290: 289: 238: 234: 219: 218: 214: 205: 203: 188: 184: 179: 136: 101: 55: 27:decision theory 17: 12: 11: 5: 370: 360: 359: 354: 349: 344: 330: 329: 326: 320: 294: 291: 288: 287: 232: 212: 200:Slate Magazine 181: 180: 178: 175: 174: 173: 162: 157: 152: 147: 142: 135: 132: 100: 97: 54: 51: 15: 9: 6: 4: 3: 2: 369: 358: 355: 353: 352:Risk analysis 350: 348: 345: 343: 340: 339: 337: 327: 323: 321:0-465-04355-0 317: 313: 308: 307: 301: 297: 296: 283: 279: 274: 269: 264: 259: 256:: 1397–1410. 255: 251: 247: 243: 236: 228: 227: 222: 216: 202: 201: 196: 192: 191:Krugman, Paul 186: 182: 172: 168: 167: 163: 161: 158: 156: 153: 151: 148: 146: 145:Skewness risk 143: 141: 138: 137: 131: 129: 125: 122:developed by 121: 117: 116:Fischer Black 113: 112:Black–Scholes 109: 105: 96: 94: 90: 89:Myron Scholes 87:cofounded by 86: 82: 77: 75: 71: 67: 63: 59: 50: 48: 44: 40: 36: 32: 31:kurtosis risk 28: 24: 19: 310:. New York: 305: 254:springer.com 249: 245: 235: 224: 215: 204:. Retrieved 198: 185: 164: 127: 102: 78: 56: 47:observations 41:assumes the 30: 20: 18: 312:Basic Books 347:Investment 336:Categories 293:References 273:2381/45242 206:2008-05-16 118:, and the 85:hedge fund 23:statistics 282:199678533 140:Kurtosis 134:See also 74:fat tail 62:kurtosis 58:Kurtosis 53:Overview 252:(1–2). 33:is the 318:  280:  278:S2CID 177:Notes 316:ISBN 83:, a 35:risk 25:and 268:hdl 258:doi 250:299 169:by 21:In 338:: 314:. 276:. 266:. 248:. 244:. 223:. 197:. 29:, 324:. 284:. 270:: 260:: 209:.

Index

statistics
decision theory
risk
statistical model
normal distribution
observations
Kurtosis
kurtosis
normal distribution
independent variables
fat tail
Long-Term Capital Management
hedge fund
Myron Scholes
financial securities
Benoit Mandelbrot
investment theory
Black–Scholes
Fischer Black
capital asset pricing model
William F. Sharpe
Kurtosis
Skewness risk
Stochastic volatility
Holy grail distribution
Taleb distribution
The Black Swan: The Impact of the Highly Improbable
Nassim Nicholas Taleb
Krugman, Paul
"Rashomon in Connecticut"

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