期刊
APPLIED MATHEMATICAL MODELLING
卷 44, 期 -, 页码 743-757出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.apm.2017.02.011
关键词
Accelerated life test; Truncated distribution; Progressive censoring; Maximum likelihood estimation; Pivotal-based estimation; Confidence interval
资金
- National Natural Science Foundation of China [11501433, 71473187]
- Natural Science Basic Research Program of Shaanxi Province [2016JQ1014]
Accelerated life test (ALT) provides a feasible and efficient way to obtain information quickly on lifetime of products by testing them at higher-than-use operating conditions. In this paper, the lifetime of products is assumed to follow a lower truncated family of distributions, when both resilience and threshold parameters are nonconstant and affected by operating stress, inference is discussed for simple constant-stress ALT under progressive Type-II censoring. Point estimates for unknown parameters are presented based on maximum likelihood and pivotal quantities based estimation methods. Meanwhile, generalized, asymptotic and bootstrap confidence intervals for the parameters of interest are constructed as well. Simulation studies and illustrative examples are carried out to investigate the performance of the proposed methods. (C) 2017 Elsevier Inc. All rights reserved.
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