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Symmetry
Article . 2021 . Peer-reviewed
License: CC BY
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Symmetry
Article . 2021 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Symmetry
Article
License: CC BY
Data sources: UnpayWall
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Article . 2021
Data sources: DBLP
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Copulaesque Versions of the Skew-Normal and Skew-Student Distributions

Authors: Adcock, Christopher;

Copulaesque Versions of the Skew-Normal and Skew-Student Distributions

Abstract

A recent paper presents an extension of the skew-normal distribution which is a copula. Under this model, the standardized marginal distributions are standard normal. The copula itself depends on the familiar skewing construction based on the normal distribution function. This paper is concerned with two topics. First, the paper presents a number of extensions of the skew-normal copula. Notably these include a case in which the standardized marginal distributions are Student’s t, with different degrees of freedom allowed for each margin. In this case the skewing function need not be the distribution function for Student’s t, but can depend on certain of the special functions. Secondly, several multivariate versions of the skew-normal copula model are presented. The paper contains several illustrative examples.

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Keywords

skew-Student distributions, copula, multivariate distributions, skew-normal distributions

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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!
4
Top 10%
Average
Top 10%
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