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Titlebook: Applied Nonparametric Statistics in Reliability; M. Luz Gámiz,K. B. Kulasekera,Bo Henry Lindqvist Book 2011 Springer-Verlag London Limited

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期刊全称Applied Nonparametric Statistics in Reliability
影响因子2023M. Luz Gámiz,K. B. Kulasekera,Bo Henry Lindqvist
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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Titlebook: Applied Nonparametric Statistics in Reliability;  M. Luz Gámiz,K. B. Kulasekera,Bo Henry Lindqvist Book 2011 Springer-Verlag London Limited
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
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Models for Perfect Repaired by a new one exactly. We say then that the system operating state is restored to “as good as new” conditions after failure. In the first approach to this kind of systems, we assume that the system is repaired (replaced) and put into new operation immediately after the failure. The sample informat
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Models for Imperfect Repairombines in some sense the features of the “extreme” repair processes, RP and NHPP. The second approach is via the notion of effective ages, where the idea is that repairs may result in improved system behavior equivalent to a certain reduction in time since the system was new. In particular we consi
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Reliability of Semi-Markov Systemsntinuous and discrete time with countable or finite state space and of general state space. The basic definitions of Markov renewal and semi-Markov processes are presented, as well as the Markov renewal theorem and the basic statistical estimation theory. We describe a general reliability model and
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