SURVIVAL ANALYSIS
Outline:
- Kaplan-Meier Estimators
- Trucation and Censored Data and corresponding likelihood
- Self-Consistency Estimators
- Cox Regression Estimators
- Log-rank estimators
Objective:
The objective of this course is to teach statistical methods used to analyze the time-event data. The methods include (but not limited to) Kaplan-Meier estimator, log-rank test, and Cox regression models.
Textbook:
- David G. KLEINBAUM (2005) SURVIVAL ANALYSIS: A SELF-LEARNING TEXT (second edition), Springer.
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