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Research Papers

Portfolio diversification and value at risk under thick-tailednessFootnote

Pages 565-580 | Received 28 Feb 2007, Accepted 10 Nov 2008, Published online: 18 Jun 2009

References

  • Acerbi , C . 2002 . Spectral measures of risk: a coherent representation of subjective risk aversion . J. Bank. Finan. , 26 : 1505 – 1518 .
  • Acerbi , C and Tasche , D . 2002 . On the coherence of expected shortfall . J. Bank. Finan. , 26 : 1487 – 1503 .
  • An , MY . 1998 . Logconcavity versus logconvexity: a complete characterization . J. Econ. Theory , 80 : 350 – 369 .
  • Andrews , DWK . 2005 . Cross-section regression with common shocks . Econometrica , 73 : 1551 – 1585 .
  • Artzner , P , Delbaen , F , Eber , J-M and Heath , D . 1999 . Coherent measures of risk . Math. Finan. , 9 : 203 – 228 .
  • Axtell , RL . 2001 . Zipf distribution of U.S. firm sizes . Science , 293 : 1818 – 1820 .
  • Bagnoli , M and Bergstrom , T . 2005 . Log-concave probability its applications . Econ. Theory , 26 : 445 – 469 .
  • Birnbaum , ZW . 1948 . On random variables with comparable peakedness . Ann. Math. Stat. , 19 : 76 – 81 .
  • Blattberg , RC and Gonedes , RC . 1974 . A comparison of the stable and Student distributions as statistical models for stock prices . J. Bus. , 47 : 244 – 280 .
  • Borak , S , Härdle , W and Weron , R . 2005 . “ Stable distributions ” . In Statistical Tools for Finance and Insurance , Edited by: Čižek , P , Härdle , W and Weron , R . 21 – 44 . Berlin : Springer .
  • Bouchaud , J-P and Potters , M . 2004 . Theory of Financial Risk and Derivative Pricing: From Statistical Physics to Risk Management , 2 , Berlin : Springer .
  • Bretagnolle , J , Dacunha-Castelle , D and Krivine , JL . 1966 . Lois stables et espaces L p . Ann. Inst. H. Poincaré. Sect. B. Calcul Probab. Stat. , 64 : 1278 – 1302 .
  • Cambanis , S , Keener , R and Simons , G . 1983 . On α-symmetric distributions . J. Multivariate Anal. , 13 : 213 – 233 .
  • Chan , W , Park , DH and Proschan , F . 1989 . “ Peakedness of weighted averages of jointly distributed random variables ” . In Contributions to Probability and Statistics , Edited by: Gleser , LJ , Perlman , MD , Press , SJ and Sampson , AR . 58 – 62 . New York : Springer-Verlag .
  • Cotter , D and Dowd , K . 2006 . Extreme spectral risk measures: an application to futures clearinghouse margin requirements . J. Bank. Finan. , 30 : 3469 – 3485 .
  • De Vany , AS and Walls , WD . 2004 . Motion picture profit, the stable Paretian hypothesis and the curse of the superstar . J. Econ. Dyn. Cont. , 28 : 1035 – 1057 .
  • Dharmadhikari , SW and Joag-Dev , K . 1988 . Unimodality, Convexity and Applications , Boston : Academic Press .
  • Eaton , ML . 1970 . A note on symmetric Bernoulli random variables . Ann. Math. Stat. , 41 : 1223 – 1226 .
  • Efron , B . 1969 . Student's t-test under symmetry conditions . J. Am. Stat. Assoc. , 64 : 1278 – 1302 .
  • Embrechts , P , Klüppelberg , C and Mikosch , T . 1997 . Modelling Extremal Events for Insurance and Finance , New York : Springer .
  • Embrechts , P , McNeil , A and Straumann , D . 2002 . “ Correlation and dependence in risk management: properties and pitfalls ” . In Risk Management: Value at Risk and Beyond , Edited by: Dempster , MAH . 176 – 223 . Cambridge : Cambridge University Press .
  • Fabozzi , FJ , Focardi , SM and Kolm , PN . 2006 . Financial Modeling of the Equity Market: CAPM to Cointegration , Hoboken, NJ : Wiley .
  • Fama , E . 1965a . Portfolio analysis in a stable Paretian market . Management Science , 11 : 404 – 419 .
  • Fama , EF . 1965b . The behavior of stock market prices . J. Bus. , 38 : 34 – 105 .
  • Fang , K-T , Kotz , S and Ng , KW . 1990 . Symmetric Multivariate and Related Distributions , New York : Chapman and Hall .
  • Fölmer , H and Schied , A . 2002 . Convex measures of risk and trading constraints . Finan. Stochast. , 6 : 429 – 447 .
  • Frittelli , M and Gianin , ER . 2002 . Putting order in risk measures . J. Bank. Finan. , 26 : 1473 – 1486 .
  • Gabaix , X . 1999a . Zipf's law the growth of cities . Am. Econ. Rev. , 89 : 129 – 132 .
  • Gabaix , X . 1999b . Zipf's law for cities: an explanation . Q. J. Econ. , 114 : 739 – 767 .
  • Gabaix , X , Gopikrishnan , P , Plerou , V and Stanley , HE . 2003 . A theory of power-law distributions in financial market fluctuations . Nature , 423 : 267 – 270 .
  • Gabaix , X and Ibragimov , R . 2006 . RANK − 1/2: a simple way to improve the OLS estimation of tail exponents . Harvard Institute of Economic Research Discussion Paper No. 2106 , Available online at: http://ws1.ad.economics.harvard.edu/faculty/ibragimov/files/GabaixIbragimovRevised3.pdf
  • Glasserman , P , Heidelberger , P and Shahabuddin , P . 2002 . Portfolio value-at-risk with heavy-tailed risk factors . Math. Finan. , 12 : 239 – 269 .
  • Gneiting , T . 1998 . On α-symmetric multivariate characteristic functions . J. Multivariate Anal. , 64 : 131 – 147 .
  • Guillaume , D , Dacorogna , M , Davé , R , Müller , U and Olsen , R . 1997 . From the bird's eye to the microscope: a survey of new stylized facts of the intra-daily foreign exchange markets . Finan. Stochast. , 1 : 95 – 129 .
  • Hennessy , DA and Lapan , HE . 2003 . An algebraic theory of portfolio allocation . Econ. Theory , 22 : 193 – 210 .
  • Ibragimov , M and Ibragimov , R . 2007 . Market demand elasticity and income inequality . Econ. Theory , 32 : 579 – 587 . Available online at: http://dx.doi.org/10.1007/s00199-006-0125-3
  • Ibragimov , R . 2005 . “ New majorization theory in economics and martingale convergence results in econometrics ” . In PhD dissertation, Yale University
  • Ibragimov , R . 2009 . “ Heavy-tailed densities ” . In The New Palgrave Dictionary of Economics Online , Edited by: Durlauf , SN and Blume , LE . Palgrave Macmillan . Available online at: http://www.dictionaryofeconomics.com/article?id=pde2008_H000191
  • Ibragimov , R , Jaffee , D and Walden , J . 2009 . Nondiversification traps in catastrophe insurance markets . Rev. Finan. Stud. , 22 : 959 – 993 .
  • Ibragimov , R and Walden , J . 2007 . The limits of diversification when losses may be large . J. Bank. Finan. , 31 : 2551 – 2569 . http://dx.doi.org/10.1016/j.jbankfin.2006.11.014. Also available as Harvard Institute of Economic Research Discussion Paper No. 2104, http://www.economics.harvard.edu/pub/hier/2006/HIER2104.pdf
  • Jansen , DW and de Vries , CG . 1991 . On the frequency of large stock returns: putting booms and busts into perspective . Rev. Econ. Stat. , 73 : 18 – 32 .
  • Jensen , DR . 1997 . Peakedness of linear forms in ensembles and mixtures . Stat. Probab. Lett. , 35 : 277 – 282 .
  • Kahneman , D and Tversky , A . 1979 . Prospect theory: an analysis of decision under risk . Econometrica , 47 : 263 – 292 .
  • Karlin , S . 1968 . Total Positivity , Stanford : Stanford University Press .
  • Kuritsyn , YG and Shestakov , AV . 1984 . On α-symmetric distributions . Theory Probab. Applic. , 29 : 804 – 806 .
  • Lapan , HE and Hennessy , DA . 2002 . Symmetry and order in the portfolio allocation problem . Econ. Theory , 19 : 747 – 772 .
  • Loretan , M and Phillips , PCB . 1994 . Testing the covariance stationarity of heavy-tailed time series . J. Empiric. Finan. , 1 : 211 – 248 .
  • Lux , T . 1996 . The stable Paretian hypothesis and the frequency of large returns: an examination of major German stocks . Appl. Finan. Econ. , 6 : 463 – 475 .
  • Ma , C . 1998 . On peakedness of distributions of convex combinations . J. Stat. Planning Inference , 70 : 51 – 56 .
  • Mandelbrot , B . 1963 . The variation of certain speculative prices . J. Bus. , 36 : 394 – 419 .
  • Mandelbrot , B . 1997 . Fractals and Scaling in Finance. Discontinuity, Concentration, Risk , New York : Springer-Verlag .
  • Marshall , AW and Olkin , I . 1979 . Inequalities: Theory of Majorization and its Applications , New York : Academic Press .
  • McCulloch , JH . 1996 . “ Financial applications of stable distributions ” . In Handbook of Statistics , Edited by: Maddala , GS and Rao , CR . Vol. 14 , 393 – 425 . Amsterdam : Elsevier .
  • McCulloch , JH . 1997 . Measuring tail thickness to estimate the stable index alpha: a critique . J. Bus. Econ. Stat. , 15 : 74 – 81 .
  • Nešlehova , J , Embrechts , P and Chavez-Demoulin , V . 2006 . Infinite mean models and the LDA for operational risk . J. Operat. Risk , 1 : 3 – 25 .
  • Praetz , P . 1972 . The distribution of share price changes . J. Bus. , 45 : 49 – 55 .
  • Proschan , F . 1965 . Peakedness of distributions of convex combinations . Ann. Math. Stat. , 36 : 1703 – 1706 .
  • Rachev , ST , Menn , C and Fabozzi , FJ . 2005 . Fat-tailed and Skewed Asset Return Distributions: Implications for Risk Management, Portfolio Selection, and Option Pricing , Hoboken, NJ : Wiley .
  • Rachev , ST and Mittnik , S . 2000 . Stable Paretian Models in Finance , New York : Wiley .
  • Ross , SA . 1976 . “ A note on a paradox in portfolio theory ” . Working Paper University of Pennsylvania .
  • Samuelson , PA . 1967 . Efficient portfolio selection for Pareto-Lévy investments . J. Finan. Quant. Anal. , 2 : 107 – 122 .
  • Scherer , FM , Harhoff , D and Kukies , J . 2000 . Uncertainty and the size distribution of rewards from innovation . J. Evolutionary Econ. , 10 : 175 – 200 .
  • Shaked , M and Shanthikumar , JG . 2007 . Stochastic Orders , New York : Springer .
  • Silverberg , G and Verspagen , B . 2007 . The size distribution of innovations revisited: an application of extreme value statistics to citation and value measures of patent significance . J. Econometr. , 139 : 318 – 339 .
  • Szegö , GE . 2004 . Risk Measures for the 21st Century , Chichester : Wiley .
  • Tasche , D . 2002 . Expected shortfall and beyond . J. Bank. Finan. , 26 : 1519 – 1533 .
  • Tong , YL . 1994 . Some recent developments on majorization inequalities in probability and statistics . Linear Algebra Applicat. , 199 : 69 – 90 .
  • Uchaikin , VV and Zolotarev , VM . 1999 . Chance and Stability. Stable Distributions and Their Applications , Utrecht : VSP .
  • Weron , R . 2001 . Levy-stable distributions revisited: tail index > 2 does not exclude the Levy-stable regime . Int. J. Mod. Phy. C , 12 : 209 – 223 .
  • Zastavnyi , VP . 1993 . Positive definite functions depending on the norm . Russ. J. Math. Phys. , 1 : 511 – 522 .
  • Zolotarev , VM . 1986 . One-dimensional Stable Distributions , Providence : American Mathematical Society .

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