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SSRN Electronic Journal
Article . 2012 . Peer-reviewed
Data sources: Crossref
EconStor
Research . 2012
Data sources: EconStor
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Realized Copula

Authors: Matthias R. Fengler; Ostap Okhrin;

Realized Copula

Abstract

We introduce the notion of realized copula. Based on assumptions of the marginal distributions of daily stock returns and a copula family, realized copula is defined as the copula structure materialized in realized covariance estimated from within-day high-frequency data. Copula parameters are estimated in a method-of-moments type of fashion through Hoeffding's lemma. Applying this procedure day by day gives rise to a time series of copula parameters that is suitably approximated by an autoregressive time series model. This allows us to capture time-varying dependency in our framework. Studying a portfolio risk-management applica- tion, we find that time-varying realized copula is superior to standard benchmark models in the literature.

Country
Germany
Keywords

realized variance, multivariate dependence, Realized variance, realized covariance, realized copula, multivariate dependence, realized covariance, C50, C13, C14, Varianzanalyse, G12, realized variance, realized covariance, realized copula, multivariate dependence, ddc:330, 330 Wirtschaft, ddc:310, realized copula, 310 Sammlungen allgemeiner Statistiken, Kopula (Mathematik), Zeitreihenanalyse, Kapitaleinkommen, C22, Theorie, jel: jel:C22, jel: jel:C50, jel: jel:C13, jel: jel:G12, jel: jel:C14

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
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3
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