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Vine copula constructions of higher-dimensional dependent reliability systems

Authors :
Jingyuan Shen
Zhongping Li
Liying Wang
Xujie Jia
Source :
Communications in Statistics - Theory and Methods. 46:9126-9136
Publication Year :
2017
Publisher :
Informa UK Limited, 2017.

Abstract

Copulas have proved to be very successful tools for the flexible modeling of dependence. Bivariate copulas have been deeply researched in recent years, while building higher-dimensional copulas is still recognized to be a difficult task. In this paper, we study the higher-dimensional dependent reliability systems using a type of decomposition called “vine,” by which a multivariate distribution can be decomposed into a cascade of bivariate copulas. Some equations of system reliability for parallel, series, and k-out-of-n systems are obtained and then decomposed based on C-vine and D-vine copulas. Finally, a shutdown system is considered to illustrate the results obtained in the paper.

Details

ISSN :
1532415X and 03610926
Volume :
46
Database :
OpenAIRE
Journal :
Communications in Statistics - Theory and Methods
Accession number :
edsair.doi...........67720e9f3d36984aa86f19470968a635