Construction of asymmetric copulas and its application in two-dimensional reliability modelling

• DOI: 10.1016/j.ejor.2014.03.016
• Publication Date: 2014-03-21T01:32:12Z
• Authors: Shaomin Wu
• Keywords: HA33; 13. Climate action; 0211 other engineering and technologies; 02 engineering and technology; 0101 mathematics; 01 natural sciences

Copulas offer a useful tool in modelling the dependence among random variables. In the literature, most of the existing copulas are symmetric while data collected from the real world may exhibit asymmetric nature. This necessitates developing asymmetric copulas that can model such data. In the meantime, existing methods of modelling two-dimensional reliability data are not able to capture the tail dependence that exists between the pair of age and usage, which are the two dimensions designated to describe product life. This paper proposes two new methods of constructing asymmetric copulas, discusses the properties of the new copulas, and applies the method to fit two-dimensional reliability data that are collected from the real world.