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  • 标题:Comparative Analyses of Expected Shortfall and Value-at-Risk: Their Estimation Error, Decomposition, and Optimization
  • 本地全文:下载
  • 作者:Yasuhiro Yamai ; Toshinao Yoshiba
  • 期刊名称:Monetary and Economic Studies
  • 印刷版ISSN:0288-8432
  • 出版年度:2002
  • 卷号:20
  • 期号:1
  • 出版社:Bank of Japan, Institute for Monetary and Economic Studies
  • 摘要:We compare expected shortfall with value-at-risk (VaR) in three aspects: estimation errors, decomposition into risk factors, and optimization. We describe the advantages and the disadvantages of expected shortfall over VaR. We show that expected shortfall is easily decomposed and optimized while VaR is not. We also show that expected shortfall needs a larger size of sample than VaR for the same level of accuracy.
  • 关键词:Expected shortfall; Value-at-risk; Optimization
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