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Constructing copula functions with weighted geometric means

Authors :
Cuadras, Carles M.
Source :
Journal of Statistical Planning & Inference. Nov2009, Vol. 139 Issue 11, p3766-3772. 7p.
Publication Year :
2009

Abstract

Abstract: The weighted arithmetic mean of two copulas is a copula. In some cases, geometric and harmonic means also provide copulas. There are copulas specially appropriate to be combined by using weighted geometric means. With this method of construction we combine Farlie–Gumbel–Morgentern and Ali–Mikhail–Haq copulas to obtain families of copulas which can be expressed in terms of double power series. The Gumbel–Barnett copula is also considered and a new copula is proposed, which arises as the first order approximation of the weighted geometric mean of two copulas. Invariance of two multivariate distributions (Cuadras–Augé and Johnson–Kotz) by weighted geometric and arithmetic means is also studied. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
03783758
Volume :
139
Issue :
11
Database :
Academic Search Index
Journal :
Journal of Statistical Planning & Inference
Publication Type :
Academic Journal
Accession number :
43614495
Full Text :
https://doi.org/10.1016/j.jspi.2009.05.016