Journal of Jilin University Science Edition ›› 2018, Vol. 56 ›› Issue (5): 1125-1135.
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FENG Hailin, GUO Tian
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Abstract: We established a statistical inference model of the component lifetime for the doubly typeⅡ censored cases based on the theory and methods of Signature. By using the maximum likelihood estimation and its asymptotic theory, we derived the analytical expression for the point estimation and asymptotic confidence interval estimation of the component lifetime distribution parameters and obtained the numerical solutions of the relevant estimation by three optimization algorithms. Simulation results show that the likelihood function statistical inference model based on Signature is effective for inference of the component lifetime under the doubly type Ⅱcensored cases.
Key words: system Signature, doubly typeⅡ censored, maximum likelihood estimation (MLE), optimization algorithm
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FENG Hailin, GUO Tian. Statistical Inference Based on Lifetime Data of Signatureand Doubly TypeⅡ Censored Systems[J].Journal of Jilin University Science Edition, 2018, 56(5): 1125-1135.
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http://xuebao.jlu.edu.cn/lxb/EN/Y2018/V56/I5/1125
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