Survival Analysis
Learning Outcomes
At the end of the course, students should be able to: Know and understand time to event data for analysis and modeling; and to apply various techniques of statistic analysis at censored survival time and truncated survival time
Topics
- Basic quantities and models
- Censoring and truncation
- Nonparametric estimation of basic quantities for right censored and left truncated data
- Hypothesis testing
- Semiparametric proportional hazards regression with fixed covariates
- Refinements of the semiparametric proportional hazard models
- Regression Diagnostics
- Inference for parametric regression models
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