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This is an applied handbook on survival analysis (also known as reliability or duration analysis) with annotated examples using S-Plus or R. This is the first book ever explaining survival analysis by example and is intended for users at all levels. The examples can easily be replicated using other software. Key topics include exploratory analyses, parametric, non-parametric and semi-parametric models, and model selection.
Preface
Survival Analysis Terminology
Censored Observations
Why not use regression
Parametric, Non-parametric and Semi-parametric Survival Analysis
Exploratory Analyses
Parametric Survival Analysis
Fitting a Parametric Model
Non-parametric Survival Analysis
Fitting a Non-parametric Model
Another Non-parametric Model
Test Survival Curve Differences
Significant Log-rank Test
Survival by Group
Semi-parametric Approach
Cox Proportional Hazard Model
Stratified Cox Model
Model Assessment
AIC
ANOVA