ABSTRACT

Survival Analysis Using S: Analysis of Time-to-Event Data is designed as a text for a one-semester or one-quarter course in survival analysis for upper-level or graduate students in statistics, biostatistics, and epidemiology. Prerequisites are a standard pre-calculus first course in probability and statistics, and a course in applied linear regres

chapter 1|24 pages

Introduction

chapter 2|30 pages

Nonparametric Methods

chapter 3|40 pages

Parametric Methods

chapter 4|26 pages

Regression Models

chapter 5|22 pages

The Cox Proportional Hazards Model

chapter 6|38 pages

Model Checking: Data Diagnostics

chapter 7|32 pages

Additional Topics

chapter 8|34 pages

Censored Regression Quantiles