Metric space of subcopulas

© 2018 by the Mathematical Association of Thailand. All rights reserved. Sklar’s theorem states that any joint distribution function can be written as a composition of its marginal distributions and a subcopula. Structural study of the latter is therefore natural. In this work, we define a new metri...

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Main Authors: Jumpol Rachasingho, Santi Tasena
Format: Journal
Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/58826
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Institution: Chiang Mai University
id th-cmuir.6653943832-58826
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spelling th-cmuir.6653943832-588262018-09-05T04:33:11Z Metric space of subcopulas Jumpol Rachasingho Santi Tasena Mathematics © 2018 by the Mathematical Association of Thailand. All rights reserved. Sklar’s theorem states that any joint distribution function can be written as a composition of its marginal distributions and a subcopula. Structural study of the latter is therefore natural. In this work, we define a new metric on the space of subcopulas making the space of copula its subspace. This is done via suitably extended subcopulas to joint distribution functions. Relationship between this new metric and the previously defined metric on the space of subcopulas is also discussed. 2018-09-05T04:33:11Z 2018-09-05T04:33:11Z 2018-01-01 Journal 16860209 2-s2.0-85045003621 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85045003621&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/58826
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Mathematics
spellingShingle Mathematics
Jumpol Rachasingho
Santi Tasena
Metric space of subcopulas
description © 2018 by the Mathematical Association of Thailand. All rights reserved. Sklar’s theorem states that any joint distribution function can be written as a composition of its marginal distributions and a subcopula. Structural study of the latter is therefore natural. In this work, we define a new metric on the space of subcopulas making the space of copula its subspace. This is done via suitably extended subcopulas to joint distribution functions. Relationship between this new metric and the previously defined metric on the space of subcopulas is also discussed.
format Journal
author Jumpol Rachasingho
Santi Tasena
author_facet Jumpol Rachasingho
Santi Tasena
author_sort Jumpol Rachasingho
title Metric space of subcopulas
title_short Metric space of subcopulas
title_full Metric space of subcopulas
title_fullStr Metric space of subcopulas
title_full_unstemmed Metric space of subcopulas
title_sort metric space of subcopulas
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85045003621&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/58826
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