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On tail dependence coefficients of transformed multivariate Archimedean copulas

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Authors : Di Bernardino, Elena (Author of the conference)
CIRM (Publisher )

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Abstract : This work presents the impact of a class of transformations of copulas in their upper and lower multivariate tail dependence coefficients. In particular we focus on multivariate Archimedean copulas. In the first part, we calculate multivariate transformed tail dependence coefficients when the generator of the considered transformed copula exhibits some regular variation properties, and we investigate the behavior of these coefficients in cases that are close to tail independence. We obtain new results under specific conditions involving regularly varying hazard rates of components of the transformation. These results are also valid for non-transformed Archimedean copulas. In the second part we deal with a class of particular hyperbolic transformations. We show the utility of using transformed Archimedean copulas, as they permit to build Archimedean generators exhibiting any chosen couple of lower and upper tail dependence coefficients.

Keywords : Archimedean copulas; tail dependence coefficients; regular variation; transformations of Archimedean copulas

MSC Codes :
62G05 - Nonparametric estimation
62G20 - Nonparametric asymptotic efficiency
62H05 - Characterization and structure theory
62H12 - Multivariate estimation

    Information on the Video

    Film maker : Hennenfent, Guillaume
    Language : English
    Available date : 08/03/16
    Conference Date : 25/02/16
    Subseries : Research talks
    arXiv category : Probability ; Differential Geometry
    Mathematical Area(s) : Probability & Statistics
    Format : MP4 (.mp4) - HD
    Video Time : 00:29:39
    Targeted Audience : Researchers
    Download : https://videos.cirm-math.fr/2016-02-25_di_Bernardino.mp4

Information on the Event

Event Title : Thematic month on statistics - Week 4: Extremes, copulas and actuarial science / Mois thématique sur les statistiques - Semaine 4 : Extrêmes, copules et actuariat
Event Organizers : Boutahar, Mohamed ; Pommeret, Denys ; Royer-Carenzi, Manuela
Dates : 22/02/16 - 26/02/16
Event Year : 2016
Event URL : http://conferences.cirm-math.fr/1618.html

Citation Data

DOI : 10.24350/CIRM.V.18934503
Cite this video as: Di Bernardino, Elena (2016). On tail dependence coefficients of transformed multivariate Archimedean copulas. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.18934503
URI : http://dx.doi.org/10.24350/CIRM.V.18934503

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