Statistical Methods for Survival Data Analysis

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John Wiley & Sons, 2003/08/01 - 534 ページ
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Third 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 chapter.
 

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目次

1 Introduction
1
2 Functions of Survival Time
8
3 Examples of Survival Data Analysis
19
4 Nonparametric Methods of Estimating Survival Functions
64
5 Nonparametric Methods for Comparing Survival Distributions
106
6 Some WellKnown Parametric Survival Distributions and Their Applications
134
7 Estimation Procedures for Parametric Survival Distributions without Covariates
162
8 Graphical Methods for Survival Distribution Fitting
198
11 Parametric Methods for Regression Model Fitting and Identification of Prognostic Factors
256
12 Identification of Prognostic Factors Related to Survival Time Cox Proportional Hazards Model
298
13 Identification of Prognostic Factors Related to Survival Time Nonproportional Hazards Models
339
14 Identification of Risk Factors Related to Dichotomous and Polychotomous Outcomes
377
Appendix A NewtonRaphson Method
428
Appendix B Statistical Tables
433
References
488
Index
511

9 Tests of Goodness of Fit and Distribution Selection
221
10 Parametric Methods for Comparing Two Survival Distributions
243

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著者について (2003)

ELISA T. LEE, PhD, is George Lynn Cross Research Professor of Biostatistics and Epidemiology and Director of the Center for American Indian Health Research at the University of Oklahoma Health Sciences Center. She received a master’s degree from the University of California at Berkeley and her doctorate from New York University. The author of the previous editions of Statistical Methods for Survival Data Analysis, Professor Lee is a Fellow of the American Statistical Association and member of the Society for Epidemiological Research and the American Diabetes Association.

JOHN WENYU WANG, PhD, is an Associate Professor of Biostatistics at the University of Oklahoma Health Sciences Center. He received a master’s degree from the Academy of Sciences of China and his doctorate from the University of Maryland.

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