001396914 000__ 02804nam\a2200541\i\4500 001396914 001__ 1396914 001396914 003__ DLC 001396914 005__ 20220518003113.0 001396914 006__ m\\\\\o\\d\\\\\\\\ 001396914 007__ cr\un\nnnunnun 001396914 008__ 210130s2021\\\\njua\\\\ob\\\\001\0\eng\d 001396914 010__ $$a 2021000380 001396914 020__ $$a9781119666271$$q(electronic book) 001396914 020__ $$a1119666279$$q(electronic book) 001396914 020__ $$a9781119666295$$q(electronic book) 001396914 020__ $$a1119666295$$q(electronic book) 001396914 020__ $$a9781119666301$$q(electronic book) 001396914 020__ $$a1119666309$$q(electronic book) 001396914 020__ $$z9781119666288 001396914 040__ $$aNhCcYBP$$cNhCcYBP 001396914 042__ $$apcc 001396914 050_4 $$aT57.35$$b.Z56 2021 001396914 08200 $$a658.0072/7$$223 001396914 1001_ $$aZhou, Shiyu,$$d1970-$$eauthor. 001396914 24510 $$aIndustrial data analytics for diagnosis and prognosis :$$ba random effects modelling approach /$$cShiyu Zhou, Yong Chen. 001396914 264_1 $$aHoboken, New Jersey :$$bJohn Wiley & Sons, Inc.,$$c[2021] 001396914 300__ $$a1 online resource :$$billustrations (some color) 001396914 336__ $$atext$$btxt$$2rdacontent 001396914 337__ $$acomputer$$bc$$2rdamedia 001396914 338__ $$aonline resource$$bcr$$2rdacarrier 001396914 504__ $$aIncludes bibliographical references and index. 001396914 5050_ $$aIntroduction to data visualization and characterization -- Random vectors and the multivariate normal distribution -- Explaining covariance structure : principal components -- Linear model for numerical and categorical response variables -- Linear mixed effects model -- Diagnosis of variation source using PCA -- Diagnosis of variation sources through random effects estimation -- Analysis of system diagnosability -- Prognosis through mixed effects models for longitudinal data -- Prognosis using Gaussian process model -- Prognosis through mixed effects models for time-to-event data. 001396914 506__ $$aAccess limited to authorized users 001396914 533__ $$aElectronic reproduction.$$bAnn Arbor, MI$$nAvailable via World Wide Web. 001396914 588__ $$aDescription based on online resource; title from digital title page (viewed on April 11, 2022). 001396914 650_0 $$aIndustrial engineering$$xStatistical methods. 001396914 650_0 $$aIndustrial management$$xMathematics. 001396914 650_0 $$aRandom data (Statistics) 001396914 650_0 $$aEstimation theory. 001396914 655_0 $$aElectronic books 001396914 7001_ $$aChen, Yong$$c(Professor of industrial and systems engineering),$$eauthor. 001396914 7102_ $$aProQuest (Firm) 001396914 77608 $$iPrint version:$$aZhou, Shiyu, 1970-$$tIndustrial data analytics for diagnosis and prognosis$$dHoboken. NJ : John Wiley & Sons, Inc., 2021.$$z9781119666288$$w(DLC) 2021000379 001396914 852__ $$bebk 001396914 85640 $$3GOBI DDA$$uhttps://univsouthin.idm.oclc.org/login?url=https://ebookcentral.proquest.com/lib/usiricelib-ebooks/detail.action?docID=6675141$$zOnline Access 001396914 909CO $$ooai:library.usi.edu:1396914$$pGLOBAL_SET 001396914 980__ $$aBIB 001396914 980__ $$aEBOOK 001396914 982__ $$aEbook 001396914 983__ $$aOnline