English, Article, Journal or magazine article edition: A Subsampling Approach to Estimating the Distribution of Diversing Statistics with Application to Assessing Financial Market Risks Patrice Bertail; Christian Haefke; Dimitris N. Politis; ...

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Bookmark: http://trove.nla.gov.au/version/155017
Physical Description
  • preprint
Language
  • English

Edition details

Title
  • A Subsampling Approach to Estimating the Distribution of Diversing Statistics with Application to Assessing Financial Market Risks
Author
  • Patrice Bertail
  • Christian Haefke
  • Dimitris N. Politis
  • Halbert White
Physical Description
  • preprint
Notes
  • In this paper we propose a subsampling estimator for the distribution of statistics diverging at either known rates when the underlying time series in strictly stationary abd strong mixing. Based on our results we provide a detailed discussion how to estimate extreme order statistics with dependent data and present two applications to assessing financial market risk. Our method performs well in estimating Value at Risk and provides a superior alternative to Hill's estimator in operationalizing Safety First portofolio selection.
  • Resampling methods, extreme value statistics, value at risk, portofolio selection
  • RePEc:upf:upfgen:599
Language
  • English
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