Applied Nonparametric Statistics in Reliability

Language: English

Published by Springer London, Springer London Okt 2014, 2014

1447126343 / 9781447126348

Series: Book 15 of 90 - Springer Series in Reliability Engineering

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This item is printed on demand - Print on Demand Titel. Neuware -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, andlifetime regression analysis.Besides the explanation of the mathematical background, several numerical computations or simulations are presented as illustrative examples. The corresponding computer-based methods have been implemented using R and MATLAB®. A concrete modelling scheme is chosen for each practical situation and, in consequence, a nonparametric inference procedure is conducted.Applied Nonparametric Statistics in Reliability will serve the practical needs of scientists (statisticians and engineers) working on applied reliability subjects.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 244 pp. Englisch.…

Seller Inventory # 9781447126348

Title
Applied Nonparametric Statistics in Reliability
Author
M. Luz Gámiz
Publisher
Springer London, Springer London Okt 2014
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1447126343
ISBN 13
9781447126348
Item weight
376 grams
Dimensions
235x155x14 mm
Series
Book 15 of 90: Springer Series in Reliability Engineering

buchversandmimpf2000

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