000			02760nmm a22003615i 4500
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008			210813s2022 sz | s |||| 0|eng d
020			_a9783030769048 _9978-3-030-76904-8
082			_a658.5 _223
100			_aPham, Hoang. _920343
245			_aStatistical Reliability Engineering _h[electronic resource] : _bMethods, Models and Applications / _cby Hoang Pham.
250			_a1st ed. 2022.
260			_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2022.
300			_aXX, 497 p. 54 illus. _bonline resource.
505			_aProbability, Statistics, and Reliability Concepts -- Distribution Functions and Its Applications -- Statistical Parameter Estimation -- System Reliability Modeling -- Order Statistics and Reliability Estimation -- Stochastic Processes -- Maintenance Modeling -- Software Reliability -- Statistical Machine Learning Methods and Its Applications.
520			_aThis book presents the state-of-the-art methodology and detailed analytical models and methods used to assess the reliability of complex systems and related applications in statistical reliability engineering. It is a textbook based mainly on the author's recent research and publications as well as experience of over 30 years in this field. The book covers a wide range of methods and models in reliability, and their applications, including: statistical methods and model selection for machine learning; models for maintenance and software reliability; statistical reliability estimation of complex systems; and statistical reliability analysis of k out of n systems, standby systems and repairable systems. Offering numerous examples and solved problems within each chapter, this comprehensive text provides an introduction to reliability engineering graduate students, a reference for data scientists and reliability engineers, and a thorough guide for researchers and instructors in the field.
650			_aIndustrial Management. _920344
650			_aSecurity systems. _920345
650			_aStatistics . _920346
650			_aIndustrial engineering. _920347
650			_aProduction engineering. _920348
650			_aComputers. _920349
650			_aComputer science-Mathematics. _920350
650			_aMathematical statistics. _920351
650			_aIndustrial Management. _920344
650			_aSecurity Science and Technology. _920352
650			_aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. _920353
650			_aIndustrial and Production Engineering. _920354
650			_aHardware Performance and Reliability. _920355
650			_aProbability and Statistics in Computer Science. _920356
856			_uhttps://doi.org/10.1007/978-3-030-76904-8
942			_cEBK
999			_c13631 _d13631