Survival Analysis
Contents
Page 1
Introduction
Learning Objectives
Page 2
Time to Event Variables
Censoring
Page 3
Introduction to Survival Data
Follow Up Time
The Survival Function
Page 4
Estimating the Survival Function
Life Table (Actuarial Table)
Kaplan-Meier Approach (Product Limit)
Standard Errors and Confidence Interval Estimates of Survival Probabilities
Cumulative Incidence Curves
Page 5
Comparing Survival Curves
The Log Rank Test
Page 6
Cox Proportional Hazards Regression Analysis
Page 7
Extensions
Time-Dependent Covariates
Proprtionality Assumption
Competing Risks
Page 8
Summary
Page 9
References
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