Individual skill
Survival Analysis
Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier and Cox proportional hazards models
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# Survival Analysis
## Overview
Survival analysis studies time until an event occurs, handling censored data where events haven't happened for some subjects, enabling prediction of lifetimes and risk assessment.
## Key Concepts
- **Survival Time**: Time until event
- **Censoring**: Event not observed (subject dropped out)
- **Hazard**: Instantaneous risk at time t
- **Survival Curve**: Probability of surviving past time t
- **Hazard Ratio**: Relative risk between groups