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Survival analysis in medicine and genetics

Survival analysis in medicine and genetics (1회 대출)

자료유형
단행본
개인저자
Li, Jialiang, 1981-. Ma, Shuangge, 1978-.
서명 / 저자사항
Survival analysis in medicine and genetics / Jialiang Li, Shuangge Ma.
발행사항
Boca Raton :   CRC Press,   c2013.  
형태사항
xvii, 363 p. : ill. ; 25 cm.
총서사항
Chapman & Hall/CRC biostatistics series
ISBN
9781439893111 (hardback)
요약
"Preface In modern medicine, knowledge on human lifetime and what shortens it has been gradually accumulated over years of tremendous numeric studies. All quantitative products in those studies are well supported by a system of statistical tools, namely survival analysis. This book is speci cally devoted to this important category of statistical methods. There already exist quite a number of well-written, widely used introductory texts on this subject. The rst two chapters of this book may serve a similar function and provide some basic textbook-type materials for a third or fourth year undergraduate module or a graduate module in statistics or biostatistics. Comparing to other texts, we do not repeat basic principles of regression analysis and mainly focus on the special concerns on survival model. We intend to cover almost all fundamental materials while con ning us to simple notations and plain language everywhere in these two chapters. The counting process theory is only appended in the second chapter for the sake of completeness and may entertain students who like theories. According to authors' experience, the materials in these two chapters are usually sufficient for a one-semester module at the level indicated above. Another piece that can be easily incorporated in the syllabus of this module is the rst section of chapter 5 where elementary diagnostic medicine approaches are discussed"--
서지주기
Includes bibliographical references (p. 327-360) and index.
일반주제명
Survival analysis (Biometry). Medical statistics. Medicine --Research --Statistical methods.
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001 000045858328
005 20160125105809
008 160121s2013 flua b 001 0 eng d
010 ▼a 2013010826
020 ▼a 9781439893111 (hardback)
035 ▼a (KERIS)REF000017087676
040 ▼a DLC ▼b eng ▼c DLC ▼e rda ▼d DLC ▼d 211009
050 0 0 ▼a R853.S7 ▼b .L53 2013
082 0 0 ▼a 610.72/7 ▼2 23
084 ▼a 610.727 ▼2 DDCK
090 ▼a 610.727 ▼b L693s
100 1 ▼a Li, Jialiang, ▼d 1981-.
245 1 0 ▼a Survival analysis in medicine and genetics / ▼c Jialiang Li, Shuangge Ma.
260 ▼a Boca Raton : ▼b CRC Press, ▼c c2013.
300 ▼a xvii, 363 p. : ▼b ill. ; ▼c 25 cm.
490 1 ▼a Chapman & Hall/CRC biostatistics series
504 ▼a Includes bibliographical references (p. 327-360) and index.
520 ▼a "Preface In modern medicine, knowledge on human lifetime and what shortens it has been gradually accumulated over years of tremendous numeric studies. All quantitative products in those studies are well supported by a system of statistical tools, namely survival analysis. This book is speci cally devoted to this important category of statistical methods. There already exist quite a number of well-written, widely used introductory texts on this subject. The rst two chapters of this book may serve a similar function and provide some basic textbook-type materials for a third or fourth year undergraduate module or a graduate module in statistics or biostatistics. Comparing to other texts, we do not repeat basic principles of regression analysis and mainly focus on the special concerns on survival model. We intend to cover almost all fundamental materials while con ning us to simple notations and plain language everywhere in these two chapters. The counting process theory is only appended in the second chapter for the sake of completeness and may entertain students who like theories. According to authors' experience, the materials in these two chapters are usually sufficient for a one-semester module at the level indicated above. Another piece that can be easily incorporated in the syllabus of this module is the rst section of chapter 5 where elementary diagnostic medicine approaches are discussed"-- ▼c Provided by publisher.
650 0 ▼a Survival analysis (Biometry).
650 0 ▼a Medical statistics.
650 0 ▼a Medicine ▼x Research ▼x Statistical methods.
700 1 ▼a Ma, Shuangge, ▼d 1978-.
830 0 ▼a Chapman & Hall/CRC biostatistics series.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고7층/ 청구기호 610.727 L693s 등록번호 111749778 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Introduction: Examples and Basic Principles Examples Design a Survival Study Description of Survival Distribution Censoring Mechanisms Analysis Trilogy: Estimation, Test, and Regression Estimation of Survival Distribution Two-Sample Comparison Regression AnalysisRemarks Theoretic Notes Analysis of Interval Censored Data Definitions and ExamplesParametric Modeling Nonparametric ModelingTwo-Sample ComparisonSemiparametric Modeling with Case I Interval Censored DataSemiparametric Modeling with Case II Interval Censored DataDiscussions Appendix Special Modeling MethodologyNonparametric RegressionMultivariate Survival DataCure Rate ModelBayesian AnalysisTheoretic Notes Diagnostic Medicine for Survival AnalysisStatistics in Diagnostic MedicineDiagnostics for Survival Outcome under Diverse Censoring PatternsDiagnostics for Right Censored DataTheoretic Notes Survival Analysis with High-Dimensional Covariates ApplicationsIdentification of Marginal Association Multivariate Prediction ModelsIncorporating Hierarchical StructuresIntegrative Analysis Discussion Appendix Bibliography Index Exercises appear at the end of each chapter.


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