欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
假设串联系统由两参数BurrⅫ部件组成,两个参数均未知。在逐步Ⅱ型截尾试验下,基于屏蔽系统寿命数据,讨论了部件参数与可靠度函数的统计推断问题。利用极大似然理论及迭代方法,获得了部件参数及可靠度函数的极大似然估计,并给出了其渐近置信区间。鉴于极大似然估计法在完全屏蔽情形下的局限性,通过引入辅助变量并运用Gibbs抽样法,讨论了部件参数及可靠度函数的贝叶斯估计和最大后验密度置信区间。最后给出仿真算例,验证了本文方法的可行性和有效性。
英文摘要：
Assume that the series system contains multiple s-independent components,and the lifetime of each component follows a Burr XII distribution with two unknown parameters.Based on progressive type-Ⅱ censored and masked system lifetime data,we discuss the statistical inference for the unknown parameters and the reliability function of system and component.Maximum likelihood estimates and the corresponding asymptotic confidence intervals are obtained by using the maximum likelihood（ML）theory.In view of the limitation of ML approach when the failure cause is completely masked,Bayesian approach incorporated with auxiliary variables and Gibbs sampling is developed for estimating the parameters,and Monte Carlo method is employed to construct the highest posterior density credible intervals.Finally,a simulated example is given to illustrate the feasibility and validity of the methods proposed in this paper.
同期刊论文项目
同项目期刊论文
Asymptotically optimal empirical bayes estimator of parameter from burr-xii distribution under progr
Reliability analysis for accelerated life-test with progressive hybrid censored data using Geometric
Inference for constant-stress accelerated life test with Type-I progressively hybrid censored data f
Reliability analysis based on progressively first-failure-censored samples for the proportional haza
Statistical Analysis of Dependent Competing Risks Model in Accelerated Life Testing under Progressiv
Analysis of masked data in a series systemsubjected to sources of shocks under type-I progressive hy
Accelerated LifeTests for Log-normal Series System with Dependent Masked Data under Type-I Progressi
Estimation for Birnbaum Saunders Distribution in Simple Step stress accelerated Life Testwith Type-I
Bayesian Analysis for Burr-XII Masked System in Step-Stress Partially Accelerated Life Test underTyp
Bayesian Reliability Analysis for Burr XII Component in Series System Using Dependent Masked Life Da
Statistical Analysis in Constant-stress Accelerated Life Tests for Generalized Exponential Distribut
Inference for accelerated competing failure models from Weibull distribution under Type-I progressiv
Estimation and Optimal Plan in Step-Stress Partially Accelerated LifeTest Model with Progressive Hyb
期刊信息
位置：