MARC Record from marc_columbia

LEADER: 05454cam a2200865Mi 4500
001 14748047
005 20220423234500.0
006 m o d
007 cr |||||||||||
008 180330t20172002fluab ob 001 0 eng d
035 $a(OCoLC)on1069706966
035 $a(NNC)14748047
040 $aUWO$beng$erda$epn$cUWO$dOCLCO$dNLE$dYDX$dTYFRS$dOCLCF$dESU$dUKAHL$dNLW$dOCLCQ$dK6U$dOCLCO$dUKMGB$dOCLCO
015 $aGBC227531$2bnb
016 7 $a018454541$2Uk
019 $a1000454771$a1017585847$a1118592598$a1274628413
020 $a9781315273150$q(e-book ;$qPDF)
020 $a1315273152
020 $a9781351992527$q(e-book ;$qMobi)
020 $a135199252X
020 $a9781482295702$q(e-book ;$qPDF)
020 $a1482295709
020 $a9781351989671
020 $a1351989677
020 $z9781138469570$q(hardback)
020 $z9781584880752$q(paperback)
020 $z1138469572
024 7 $a10.1201/9781315273150$2doi
035 $a(OCoLC)1069706966$z(OCoLC)1000454771$z(OCoLC)1017585847$z(OCoLC)1118592598$z(OCoLC)1274628413
037 $a9781351989671$bIngram Content Group
050 4 $aQA278.8$bS658 2017
072 7 $aMAT$x029000$2bisacsh
082 04 $a519.536$223
049 $aZCUA
100 1 $aSmith, Peter J.,$eauthor.
245 10 $aAnalysis of failure and survival data /$cby Peter J. Smith.
250 $aFirst edition.
264 1 $aBoca Raton, FL :$bCRC Press, an imprint of Chapman and Hall/CRC,$c[2017]
264 4 $c©2002
300 $a1 online resource (266 pages) :$b27 illustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 0 $aChapman & Hall/CRC Texts in Statistical Science
504 $aIncludes bibliographical references and index.
505 00 $tChapter 1 Survival Distributions /$rPeter J. Smith --$tchapter 2 Hazard Models /$rPeter J. Smith --$tchapter 3 Reliability of Systems /$rPeter J. Smith --$tchapter 4 Data Plots /$rPeter J. Smith --$tchapter 5 Censoring and Lifetables /$rPeter J. Smith --$tchapter 6 The Product-Limit Estimator /$rPeter J. Smith --$tchapter 7 Parametric Survival Models under Censoring /$rPeter J. Smith --$tchapter 8 Fitting Parametric Regression Models /$rPeter J. Smith --$tchapter 9 Cox Proportional Hazards /$rPeter J. Smith --$tchapter 10 Linear Regression with Censored Data /$rPeter J. Smith --$tchapter 11 Buckley-James Diagnostics and Applications /$rPeter J. Smith.
520 3 $aAnalysis of Failure and Survival Data is an essential textbook for graduate-level students of survival analysis and reliability and a valuable reference for practitioners. It focuses on the many techniques that appear in popular software packages, including plotting product-limit survival curves, hazard plots, and probability plots in the context of censored data. The author integrates S-Plus and Minitab output throughout the text, along with a variety of real data sets so readers can see how the theory and methods are applied. He also incorporates exercises in each chapter that provide valuable problem-solving experience. In addition to all of this, the book also brings to light the most recent linear regression techniques. Most importantly, it includes a definitive account of the Buckley-James method for censored linear regression, found to be the best performing method when a Cox proportional hazards method is not appropriate. Applying the theories of survival analysis and reliability requires more background and experience than students typically receive at the undergraduate level. Mastering the contents of this book will help prepare students to begin performing research in survival analysis and reliability and provide seasoned practitioners with a deeper understanding of the field.
506 1 $aLegal Deposit;$cOnly available on premises controlled by the deposit library and to one user at any one time;$eThe Legal Deposit Libraries (Non-Print Works) Regulations (UK).$5WlAbNL
540 $aRestricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.$5WlAbNL
650 0 $aClinical trials.
650 0 $aFailure time data analysis.
650 0 $aMedicine$xResearch$xStatistical methods.
650 0 $aPrognosis$xStatistical methods.
650 0 $aResearch.
650 0 $aStatistics$xMethods.
650 2 $aResearch
650 6 $aÉtudes cliniques.
650 6 $aAnalyse des temps entre défaillances.
650 6 $aMédecine$xRecherche$xMéthodes statistiques.
650 6 $aPronostics (Pathologie)$xMéthodes statistiques.
650 6 $aRecherche.
650 7 $aresearch (function)$2aat
650 7 $aClinical trials.$2fast$0(OCoLC)fst00864429
650 7 $aFailure time data analysis.$2fast$0(OCoLC)fst00919850
650 7 $aMedicine$xResearch$xStatistical methods.$2fast$0(OCoLC)fst01015091
650 7 $aPrognosis$xStatistical methods.$2fast$0(OCoLC)fst01078656
650 7 $aResearch.$2fast$0(OCoLC)fst01095153
650 7 $aStatistics.$2fast$0(OCoLC)fst01132103
655 0 $aElectronic books.
655 4 $aElectronic books.
655 7 $aMethods (Music)$2fast$0(OCoLC)fst01423850
710 2 $aCRC Press.
776 08 $iPrint version:$z9781138469570
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio14748047$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS