Archimedean Copulas-Based Estimation under One-Parameter Distributions in Coherent Systems

MATHEMATICS(2024)

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摘要
In the present work we provide a signature-based framework for delivering the estimated mean lifetime along with the variance of the continuous distribution of a coherent system consisting of exchangeable components. The dependency of the components is modelled by the aid of well-known Archimedean multivariate copulas. The estimated results are calculated under two different copulas, namely the so-called Frank copula and the Joe copula. A numerical experimentation is carried out for illustrating the proposed procedure under all possible coherent systems with three components.
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关键词
moment estimator,Frank copula,Joe copula,maximal signatures,exchangeable components
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