期刊全称 | Applied Nonparametric Statistics in Reliability | 影响因子2023 | M. Luz Gámiz,K. B. Kulasekera,Bo Henry Lindqvist | 视频video | | 发行地址 | Discusses the use of modern statistical methods for the estimation of the performance measures of reliability systems that operate under different conditions.Presents some numerical or simulation meth | 学科分类 | Springer Series in Reliability Engineering | 图书封面 |  | 影响因子 | .Nonparametric statistics has probably become the leading methodology for researchers performing data analysis. It is nevertheless true that, whereas these methods have already proved highly effective in other applied areas of knowledge such as biostatistics or social sciences, nonparametric analyses in reliability currently form an interesting area of study that has not yet been fully explored...Applied Nonparametric Statistics in Reliability. is focused on the use of modern statistical methods for the estimation of dependability measures of reliability systems that operate under different conditions. The scope of the book includes:.smooth estimation of the reliability function and hazard rate of non-repairable systems;..study of stochastic processes for modelling the time evolution of systems when imperfect repairs are performed;..nonparametric analysis of discrete and continuous time semi-Markov processes;..isotonic regression analysis of the structure function of a reliability system, and..lifetime regression analysis...Besides the explanation of the mathematical background, several numerical computations or simulations are presented as illustrative examples. The corresponding | Pindex | Book 2011 |
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