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Estimation in Degradation Models with Explanatory Variables |
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| Authors: | Bagdonavicius Vilijandas Nikulin Mikhail S. |
| Affiliation: | (1) Department of Statistics, Vilnius University, Lithuania;(2) University Victor Segalen Bordeaux 2, Bordeaux, 33076, France;(3) Steklov Mathematical Institute, 27 Fontanka, 191011 Saint Petersburg, Russia |
| Abstract: | Influence of covariates on degradationis modelled. Models which include dependence of the intensityof the process of traumatic events on the degradation level arealso discussed. Estimation of reliability and degradation characteristicsfrom data with covariates is considered in dynamic environments. |
| Keywords: | covariate degradation process gamma-process maximum likelihood estimator nonparametric model parametric model Poisson process survival function traumatic event tire wear |
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