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Reliability of stress–strength model for exponentiated Pareto distributions
Authors:Jinyuan Chen
Institution:School of Mathematics and Statistics, Lanzhou University, Lanzhou, People's Republic of China
Abstract:In this paper, the reliability of a system is discussed when the strength of the system and the stress imposed on it are independent, non-identical exponentiated Pareto distributed random variables. Different point estimations and interval estimations are proposed. The point estimators obtained are maximum likelihood, uniformly minimum variance unbiased and Bayesian estimators. The interval estimations obtained are approximate, exact, bootstrap-p and bootstrap-t confidence intervals and Bayesian credible interval. Different methods and the corresponding confidence intervals are compared using Monte-carlo simulations.
Keywords:Stress–strength model  exponentiated Pareto distribution  maximum likelihoodestimation  Bayesian estimation
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