02833nam 2200481 450 991052388560332120220502075127.03-030-76904-610.1007/978-3-030-76904-8(CKB)4100000011999711(DE-He213)978-3-030-76904-8(MiAaPQ)EBC6702837(Au-PeEL)EBL6702837(PPN)257351361(EXLCZ)99410000001199971120220502d2022 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierStatistical reliability engineering methods, models and applications /Hoang Pham1st ed. 2022.Cham, Switzerland :Springer,[2022]℗♭20221 online resource (XX, 497 p. 54 illus.) Springer series in reliability engineering3-030-76903-8 Includes bibliographical references and index.Probability, 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.This 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.Springer series in reliability engineering.Reliability (Engineering)Statistical methodsReliability (Engineering)Statistical methods.620.00452Pham Hoang28208MiAaPQMiAaPQMiAaPQBOOK9910523885603321Statistical Reliability Engineering2587917UNINA