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Epidemiology & Survival Analysis
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Module 8
Advanced Survival Modeling Topics
1
Stratified Cox Models: Purpose and Interpretation
Describe the purpose of a stratified Cox model and interpret its output.
2
Understanding Time-Dependent Covariates
Define time-dependent covariates and explain when they are necessary in a model.
3
Interpreting Cox Models with Time-Dependent Covariates
Interpret the output of a Cox model that includes a time-dependent covariate.
4
Understanding Competing Risks in Survival Analysis
Define competing risks and explain why standard survival methods can be biased in their presence.
5
Interpreting Cause-Specific Hazards in Competing Risks
Interpret results from a cause-specific hazard model in a competing risks setting.
6
Interpreting Fine-Gray Model Results
Interpret results from a Fine-Gray subdistribution hazard model for competing risks.
7
Modeling Recurrent Event Data
Describe common modeling approaches for analyzing recurrent event data.
Previous module
The Cox Proportional Hazards Model
Next module
Epidemiological and Survival Analysis in R