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SURVIVAL ANALYSIS

Outline:

  1. Kaplan-Meier Estimators
  2. Trucation and Censored Data and corresponding likelihood
  3. Self-Consistency Estimators
  4. Cox Regression Estimators
  5. 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:

  1. David G. KLEINBAUM (2005) SURVIVAL ANALYSIS: A SELF-LEARNING TEXT (second edition), Springer.
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