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Recolector de Ciencia Abierta, RECOLECTA
Article . 2014 . Peer-reviewed
License: CC BY NC ND
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Recolector de Ciencia Abierta, RECOLECTA
Article . 2014 . Peer-reviewed
License: CC BY NC ND
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Article . 2014
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An extension of the slash-elliptical distribution

Authors: Rojas, Mario A.; Bolfarine, Heleno; Gómez, Héctor W.;

An extension of the slash-elliptical distribution

Abstract

This paper introduces an extension of the slash-elliptical distribution. This new distribution is generated as the quotient between two independent random variables, one from the elliptical family (numerator) and the other (denominator) a beta distribution. The resulting slash-elliptical distribution potentially has a larger kurtosis coefficient than the ordinary slash-elliptical distribution. We investigate properties of this distribution such as moments and closed expressions for the density function. Moreover, an extension is proposed for the location scale situation. Likelihood equations are derived for this more general version. Results of a real data application reveal that the proposed model performs well, so that it is a viable alternative to replace models with lesser kurtosis flexibility. We also propose a multivariate extension.

Peer Reviewed

Country
Spain
Keywords

Elliptical distribution, Kurtosis, kurtosis, :Matemàtiques i estadística::Estadística matemàtica [Àrees temàtiques de la UPC], Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica, Classificació AMS::60 Probability theory and stochastic processes::60E Distribution theory, Slash distribution, :60 Probability theory and stochastic processes::60E Distribution theory [Classificació AMS], Slash distribution, elliptical distribution, kurtosis, elliptical distribution

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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!
0
Average
Average
Average
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gold
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