DocumentCode :
899441
Title :
Sklar´s Theorem in Finite Settings
Author :
Mayor, Gaspar ; Suner, Jaume ; Torrens, Joan
Author_Institution :
Univ. of the Balearic Islands, Palma de Mallorca
Volume :
15
Issue :
3
fYear :
2007
fDate :
6/1/2007 12:00:00 AM
Firstpage :
410
Lastpage :
416
Abstract :
This paper deals with the well-known Sklar´s theorem, which shows how joint distribution functions are related to their marginals by means of copulas. The main goal is to prove a discrete version of this theorem involving copula-like operators defined on a finite chain, that will be called discrete copulas. First, the idea of subcopulas in this finite setting is introduced and the problem of extending a subcopula to a copula is solved. This is precisely the key point which allows to state and prove the discrete version of Sklar´s theorem.
Keywords :
mathematical operators; matrix algebra; Sklar theorem; copula-like operators; distribution functions; finite settings; Computer science; Distribution functions; Government; Mathematics; Statistical distributions; Web pages; Discrete copula; Sklar´s theorem; discrete subcopula; distribution function; permutation matrix;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2006.882462
Filename :
4231861
Link To Document :
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