Why are vine copulas so successful in econometrics?

© 2015 World Scientific Publishing Company. One of the most empirically successful tools for studying dependence between different quantities in econometrics is the tool of vine copulas. In this paper, we explain this empirical success by showing that the most widely used vine copulas are, in effect...

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Main Authors: Songsak Sriboonchitta, Olga Kosheleva, Hung T. Nguyen
格式: 雜誌
出版: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/44035
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spelling th-cmuir.6653943832-440352018-04-25T07:44:51Z Why are vine copulas so successful in econometrics? Songsak Sriboonchitta Olga Kosheleva Hung T. Nguyen Agricultural and Biological Sciences © 2015 World Scientific Publishing Company. One of the most empirically successful tools for studying dependence between different quantities in econometrics is the tool of vine copulas. In this paper, we explain this empirical success by showing that the most widely used vine copulas are, in effect, the results of using the general fuzzy methodology. To be more precise, vine copulas correspond to a natural extension of the traditional fuzzy methodology, when we allow several different "and"-operations (t-norms), and some of these t-norms can be nonassociative. 2018-01-24T04:37:20Z 2018-01-24T04:37:20Z 2015-12-01 Journal 02184885 2-s2.0-84954055176 10.1142/S0218488515400103 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84954055176&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/44035
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Agricultural and Biological Sciences
spellingShingle Agricultural and Biological Sciences
Songsak Sriboonchitta
Olga Kosheleva
Hung T. Nguyen
Why are vine copulas so successful in econometrics?
description © 2015 World Scientific Publishing Company. One of the most empirically successful tools for studying dependence between different quantities in econometrics is the tool of vine copulas. In this paper, we explain this empirical success by showing that the most widely used vine copulas are, in effect, the results of using the general fuzzy methodology. To be more precise, vine copulas correspond to a natural extension of the traditional fuzzy methodology, when we allow several different "and"-operations (t-norms), and some of these t-norms can be nonassociative.
format Journal
author Songsak Sriboonchitta
Olga Kosheleva
Hung T. Nguyen
author_facet Songsak Sriboonchitta
Olga Kosheleva
Hung T. Nguyen
author_sort Songsak Sriboonchitta
title Why are vine copulas so successful in econometrics?
title_short Why are vine copulas so successful in econometrics?
title_full Why are vine copulas so successful in econometrics?
title_fullStr Why are vine copulas so successful in econometrics?
title_full_unstemmed Why are vine copulas so successful in econometrics?
title_sort why are vine copulas so successful in econometrics?
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84954055176&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/44035
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