LEADER 02833nam 2200481 450 001 9910523885603321 005 20220502075127.0 010 $a3-030-76904-6 024 7 $a10.1007/978-3-030-76904-8 035 $a(CKB)4100000011999711 035 $a(DE-He213)978-3-030-76904-8 035 $a(MiAaPQ)EBC6702837 035 $a(Au-PeEL)EBL6702837 035 $a(PPN)257351361 035 $a(EXLCZ)994100000011999711 100 $a20220502d2022 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStatistical reliability engineering $emethods, models and applications /$fHoang Pham 205 $a1st ed. 2022. 210 1$aCham, Switzerland :$cSpringer,$d[2022] 210 4$d??2022 215 $a1 online resource (XX, 497 p. 54 illus.) 225 1 $aSpringer series in reliability engineering 311 $a3-030-76903-8 320 $aIncludes bibliographical references and index. 327 $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. 330 $aThis book presents the state-of-the-art methodology and detailed analytical models and methods used to assess the reliability of complex systems and related applications in statistical reliability engineering. It is a textbook based mainly on the author?s recent research and publications as well as experience of over 30 years in this field. The book covers a wide range of methods and models in reliability, and their applications, including: statistical methods and model selection for machine learning; models for maintenance and software reliability; statistical reliability estimation of complex systems; and statistical reliability analysis of k out of n systems, standby systems and repairable systems. Offering numerous examples and solved problems within each chapter, this comprehensive text provides an introduction to reliability engineering graduate students, a reference for data scientists and reliability engineers, and a thorough guide for researchers and instructors in the field. 410 0$aSpringer series in reliability engineering. 606 $aReliability (Engineering)$xStatistical methods 615 0$aReliability (Engineering)$xStatistical methods. 676 $a620.00452 700 $aPham$b Hoang$028208 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910523885603321 996 $aStatistical Reliability Engineering$92587917 997 $aUNINA