Modified Expected Shortfall: a Coherent Risk Measure for Elliptical Family of Distributions

被引:0
作者
Jadhav, Deepak K. [1 ]
Variyam, Ramanathan Thekke [1 ]
机构
[1] Savitribai Phule Pune Univ, Dept Stat, Pune 411007, Maharashtra, India
来源
SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS | 2023年 / 85卷 / SUPPL 1期
关键词
Coherent risk measure; elliptical distributions; Expected Shortfall; Modified Expected Shortfall;
D O I
10.1007/s13571-022-00294-1
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The 'Modified Expected Shortfall' is a risk measure proposed by Jadhav et al. (J. Risk 16, 69-83, 2013) is not a coherent risk measure in general. In this paper, we prove that 'Modified Expected Shortfall' is a coherent risk measure under univariate and multivariate elliptical families of distributions. The Modified Expected Shortfall performs better than the Expected Shortfall and is found to be lower in magnitude. Backtesting results support the superiority of Modified Expected Shortfall when compared with the Expected Shortfall.
引用
收藏
页码:234 / 256
页数:23
相关论文
共 22 条
  • [1] On the coherence of expected shortfall
    Acerbi, C
    Tasche, D
    [J]. JOURNAL OF BANKING & FINANCE, 2002, 26 (07) : 1487 - 1503
  • [2] Acerbi C., 2014, Journal of Risk, V27, P76
  • [3] Acerbi C., 2001, J EMERGING MARKET FI, V8, P87
  • [4] Angelidis T., 2016, The Journal of Risk Model Validation, V1, P27, DOI [DOI 10.21314/JRMV.2007.007, 10.21314/jrmv.2007.007]
  • [5] [Anonymous], 2016, MIN CAP REQ MARK RIS
  • [6] [Anonymous], 2003, N. Am. Actuar. J, DOI DOI 10.1080/10920277.2003.10596118
  • [7] Coherent measures of risk
    Artzner, P
    Delbaen, F
    Eber, JM
    Heath, D
    [J]. MATHEMATICAL FINANCE, 1999, 9 (03) : 203 - 228
  • [8] Artzner P., 1997, RISK, V10, P68
  • [9] ON THE THEORY OF ELLIPTICALLY CONTOURED DISTRIBUTIONS
    CAMBANIS, S
    HUANG, S
    SIMONS, G
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 1981, 11 (03) : 368 - 385
  • [10] Embrechts P., 2000, Extremes and Integrated Risk Management, P59