کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
806788 1468239 2014 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On selection of optimal stochastic model for accelerated life testing
ترجمه فارسی عنوان
در انتخاب مدل تصادفی مطلوب برای تست زندگی شتاب
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی مکانیک
چکیده انگلیسی


• Statistical survival and reliability analysis and Bayes approach.
• Bayes semi-parametric regression modeling in Cox׳s and AFT models.
• Bayes version of martingale residuals and goodness-of-fit test.

This paper deals with the problem of proper lifetime model selection in the context of statistical reliability analysis. Namely, we consider regression models describing the dependence of failure intensities on a covariate, for instance, a stressor. Testing the model fit is standardly based on the so-called martingale residuals. Their analysis has already been studied by many authors. Nevertheless, the Bayes approach to the problem, in spite of its advantages, is just developing. We shall present the Bayes procedure of estimation in several semi-parametric regression models of failure intensity. Then, our main concern is the Bayes construction of residual processes and goodness-of-fit tests based on them. The method is illustrated with both artificial and real-data examples.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Reliability Engineering & System Safety - Volume 131, November 2014, Pages 291–297
نویسندگان
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