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文章基本信息

  • 标题:On certain transformations of Archimedean copulas: Application to the non-parametric estimation of their generators
  • 本地全文:下载
  • 作者:Elena Di Bernardino ; Didier Rullière
  • 期刊名称:Dependence Modeling
  • 电子版ISSN:2300-2298
  • 出版年度:2013
  • 卷号:1
  • DOI:10.2478/demo-2013-0001
  • 语种:English
  • 出版社:Walter de Gruyter GmbH
  • 摘要:We study the impact of certain transformations within theclass of Archimedean copulas. We give some admissibilityconditions for these transformations, and define some equivalenceclasses for both transformations and generators ofArchimedean copulas. We extend the r-fold composition ofthe diagonal section of a copula, from r ∈ N to r ∈ R. This extension,coupled with results on equivalence classes, gives usnew expressions of transformations and generators. Estimatorsderiving directly from these expressions are proposedand their convergence is investigated. We provide confidencebands for the estimated generators. Numerical illustrationsshow the empirical performance of these estimators.
  • 关键词:Transformations of Archimedean copulas; self-nested diagonal; non-parametric estimation; tail dependence
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