LEADER 04735nam 22007815 450 001 9910717413403321 005 20240320111731.0 010 $a1-4471-7503-4 024 7 $a10.1007/978-1-4471-7503-2 035 $a(CKB)5580000000531996 035 $a(DE-He213)978-1-4471-7503-2 035 $a(MiAaPQ)EBC7240902 035 $a(Au-PeEL)EBL7240902 035 $a(OCoLC)1377500562 035 $a(PPN)269657983 035 $a(EXLCZ)995580000000531996 100 $a20230420d2023 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSpringer Handbook of Engineering Statistics /$fedited by Hoang Pham 205 $a2nd ed. 2023. 210 1$aLondon :$cSpringer London :$cImprint: Springer,$d2023. 215 $a1 online resource (XXV, 1150 p. 400 illus. in color.) 225 1 $aSpringer Handbooks,$x2522-8706 311 $a1-4471-7502-6 320 $aIncludes bibliographical references and index. 327 $aPart I: Fundamental Statistics and its Applications -- Part II: Process Monitoring and Improvement -- Part III: Reliability Models and Survival Analysis -- Part IV: Advanced Statistical Methods and Modeling -- Part V: Statistical Computing and Data Mining -- Part VI: Applications in Engineering Statistics. 330 $aThis handbook gathers the full range of statistical techniques and tools required by engineers, analysts and scientists from all fields. The book is a comprehensive place to look for methods and solutions to practical problems within - but not limited to - data science, quality assurance in design and production engineering. The tools of engineering statistics are relevant for modeling and prediction of products, processes and services, but also for the analysis of ongoing processes, the reliability and life-cycle assessment of products and services, and finally to achieve realistic predictions on how to improve processes and products. This book contains contributions from around 115 leading experts in statistics, biostatistics, engineering statistics, reliability engineering, and related areas. It covers the various methods as well as their applications from industrial control to failure mechanism and analysis, medicine, business intelligence, electronic packaging, and risk management. It enables readers to choose the most appropriate method through its wide range of selection of statistical techniques and tools. For the second edition all chapters have been thoroughly updated to reflect the current state-of-the-art. Included are also more than 30 completely new contriubutions revolving around current trends related to modern statistical computing, including: data science, big data, machine learning, optimization, data fusion, high dimensional data, voting systems, life testing, related statistical artificial intelligence (AI) and reliability physics and failure mode mechanisms. This Springer Handbook of Engineering Statistics provides comprehensive literature with up-to-date statistical methodologies, algorithms, computation methods and tools that can be served as a main reference for researchers, engineers, business analysts, educators and students in all applied fields affected by statistics. 410 0$aSpringer Handbooks,$x2522-8706 606 $aIndustrial engineering 606 $aProduction engineering 606 $aStatistics 606 $aBusiness 606 $aManagement science 606 $aChemistry, Technical 606 $aIndustrial and Production Engineering 606 $aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences 606 $aIndustrial and Production Engineering 606 $aBusiness and Management 606 $aIndustrial Chemistry 606 $aEnginyeria$2thub 606 $aEstadística$2thub 608 $aLlibres electrònics$2thub 615 0$aIndustrial engineering. 615 0$aProduction engineering. 615 0$aStatistics. 615 0$aBusiness. 615 0$aManagement science. 615 0$aChemistry, Technical. 615 14$aIndustrial and Production Engineering. 615 24$aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. 615 24$aIndustrial and Production Engineering. 615 24$aBusiness and Management. 615 24$aIndustrial Chemistry. 615 7$aEnginyeria 615 7$aEstadística 676 $a929.374 702 $aPham$b Hoang 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910717413403321 996 $aSpringer Handbook of Engineering Statistics$92851016 997 $aUNINA