Skip to main content

Statistical Methods for Survival Data Analysis, 3rd Edition

Statistical Methods for Survival Data Analysis, 3rd Edition

Elisa T. Lee, John Wang

ISBN: 978-0-471-45855-5

Aug 2003

534 pages

Select type: E-Book

Product not available for purchase

Description

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.
Preface.

Introduction.

Functions of Survival Time.

Examples of Survival Data Analysis.

Nonparametric Methods of Estimating Survival Functions.

Nonparametric Methods for Comparing Survival Distributions.

Some Well-Known Parametric Survival Distributions and Their Applications.

Estimation Procedures for Parametric Survival Distributions Without Covariates.

Graphical Methods in Survival Distribution Fitting.

Tests of Goodness of Fit and Distribution Selection.

Parametric Methods for Comparing Two Survival Distributions.

Parametric Methods for Regression Model Fitting and Identification of Prognostic Factors.

Identification of Prognostic Factors Related to Survival Time: Cox Proportional Hazards Model.

Identification of Prognostic Factors Related to Survival Time: Nonproportional Hazards Models.

Identification of Risk Factors Related to Dichotomous and Polychotomous Outcomes.

Appendix A: Newton-Raphson Method.

Appendix B: Statistical Tables.

References.

Index.

"…an easy-to read introduction to survival analysis which covers the major concepts and techniques of the subject." (Statistics in Medical Research, October 2005)

"The book is well written and provides explicit details of the models and methods used." (Journal of the American Statistical Association, June 2004)

"…contains thorough descriptions and illustrations of several useful nonparametric and parametric statistical methods to analyze survival data." (Journal of Statistical Computation & Simulation, May 2004) 

"...a comprehensive and clearly written textbook...a very good reference..." (Short Book Reviews, Vol 24(1), 2004)

"...continues to be application-oriented with a minimum level of mathematics..." (Zentralblatt Math, Vol 1026, 2004)

"This third edition is a significant upgrade...this remains an excellent choice or a basic textbook in survival analysis..." (Technometrics, Vol. 45, No. 4, November 2003)