Arbeitspapier

De copulis non est disputandum Copulae: An overview

Normal distribution of the residuals is the traditional assumption in the classical multivariate time series models. Nevertheless it is not very often consistent with the real data. Copulae allows for an extension of the classical time series models to nonelliptically distributed residuals. In this paper we apply different copulae to the calculation of the static and dynamic Value-at-Risk of portfolio returns and Profit-and-Loss function. In our findings copula based multivariate model provide better results than those based on the normal distribution.

Sprache
Englisch

Erschienen in
Series: SFB 649 Discussion Paper ; No. 2009,031

Klassifikation
Wirtschaft
Estimation: General
Semiparametric and Nonparametric Methods: General
Econometric Modeling: General
Thema
copula
multivariate distribution
value-at-risk
multivariate dependence
Kopula (Mathematik)
Multivariate Analyse
Zeitreihenanalyse
Value at Risk
Portfolio-Management
Theorie

Ereignis
Geistige Schöpfung
(wer)
Härdle, Wolfgang Karl
Okhrin, Ostap
Ereignis
Veröffentlichung
(wer)
Humboldt University of Berlin, Collaborative Research Center 649 - Economic Risk
(wo)
Berlin
(wann)
2009

Handle
Letzte Aktualisierung
10.03.2025, 11:45 MEZ

Datenpartner

Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.

Objekttyp

  • Arbeitspapier

Beteiligte

  • Härdle, Wolfgang Karl
  • Okhrin, Ostap
  • Humboldt University of Berlin, Collaborative Research Center 649 - Economic Risk

Entstanden

  • 2009

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