05541nam 2200721 a 450 991014318860332120170815114024.01-280-36622-297866103662240-470-35240-X0-471-45855-40-471-45854-6(CKB)111087027121372(EBL)159826(OCoLC)475872794(SSID)ssj0000251092(PQKBManifestationID)11204081(PQKBTitleCode)TC0000251092(PQKBWorkID)10247732(PQKB)10720035(MiAaPQ)EBC159826(PPN)243287739(EXLCZ)9911108702712137220020627d2003 uy 0engur|n|---|||||txtccrStatistical methods for survival data analysis[electronic resource] /Elisa T. Lee and John Wenyu Wang3rd ed.New York J. Wileyc20031 online resource (527 p.)Wiley series in probability and statisticsDescription based upon print version of record.0-471-36997-7 Includes bibliographical references and index.Statistical Methods for Survival Data Analysis; Contents; Preface; 1 Introduction; 1.1 Preliminaries; 1.2 Censored Data; 1.3 Scope of the Book; Bibliographical Remarks; 2 Functions of Survival Time; 2.1 Definitions; 2.2 Relationships of the Survival Functions; Bibliographical Remarks; Exercises; 3 Examples of Survival Data Analysis; 3.1 Example 3.1: Comparison of Two Treatments and Three Diets; 3.2 Example 3.2: Comparison of Two Survival Patterns Using Life Tables; 3.3 Example 3.3: Fitting Survival Distributions to Remission Data3.4 Example 3.4: Relative Mortality and Identification of Prognostic Factors3.5 Example 3.5: Identification of Risk Factors; Bibliographical Remarks; Exercises; 4 Nonparametric Methods of Estimating Survival Functions; 4.1 Product-Limit Estimates of Survivorship Function; 4.2 Life-Table Analysis; 4.3 Relative, Five-Year, and Corrected Survival Rates; 4.4 Standardized Rates and Ratios; Bibliographical Remarks; Exercises; 5 Nonparametric Methods for Comparing Survival Distributions; 5.1 Comparison of Two Survival Distributions; 5.2 Mantel-Haenszel Test; 5.3 Comparison of K (K > 2) SamplesBibliographical RemarksExercises; 6 Some Well-Known Parametric Survival Distributions and Their Applications; 6.1 Exponential Distribution; 6.2 Weibull Distribution; 6.3 Lognormal Distribution; 6.4 Gamma and Generalized Gamma Distributions; 6.5 Log-Logistic Distribution; 6.6 Other Survival Distributions; Bibliographical Remarks; Exercises; 7 Estimation Procedures for Parametric Survival Distributions without Covariates; 7.1 General Maximum Likelihood Estimation Procedure; 7.2 Exponential Distribution; 7.3 Weibull Distribution; 7.4 Lognormal Distribution7.5 Standard and Generalized Gamma Distributions7.6 Log-Logistic Distribution; 7.7 Other Parametric Survival Distributions; Bibliographical Remarks; Exercises; 8 Graphical Methods for Survival Distribution Fitting; 8.1 Introduction; 8.2 Probability Plotting; 8.3 Hazard Plotting; 8.4 Cox-Snell Residual Method; Bibliographical Remarks; Exercises; 9 Tests of Goodness of Fit and Distribution Selection; 9.1 Goodness-of-Fit Test Statistics Based on Asymptotic Likelihood Inferences; 9.2 Tests for Appropriateness of a Family of Distributions9.3 Selection of a Distribution Using BIC or AIC Procedures9.4 Tests for a Specific Distribution with Known Parameters; 9.5 Hollander and Proschan's Test for Appropriateness of a Given Distribution with Known Parameters; Bibliographical Remarks; Exercises; 10 Parametric Methods for Comparing Two Survival Distributions; 10.1 Likelihood Ratio Test for Comparing Two Survival Distributions; 10.2 Comparison of Two Exponential Distributions; 10.3 Comparison of Two Weibull Distributions; 10.4 Comparison of Two Gamma Distributions; Bibliographical Remarks; Exercises11 Parametric Methods for Regression Model Fitting and Identification of Prognostic FactorsThird Edition brings the text up to date with new material and updated references.New content includes an introduction to left and interval censored data; the log-logistic distribution; estimation procedures for left and interval censored data; parametric methods iwth covariates; Cox's proportional hazards model (including stratification and time-dependent covariates); and multiple responses to the logistic regression model.Coverage of graphical methods has been deleted.Large data sets are provided on an FTP site for readers' convenience.Bibliographic remarks conclude each Wiley series in probability and statistics.MedicineResearchStatistical methodsFailure time data analysisPrognosisStatistical methodsMedicineResearchStatistical methods.Failure time data analysis.PrognosisStatistical methods.610.72610.724610/.72Lee Elisa T12482Wang John Wenyu513348MiAaPQMiAaPQMiAaPQBOOK9910143188603321Statistical methods for survival data analysis761692UNINA