Teaching Materials (BIOST 537 -- Survival Analysis)

See here for lecture materials I created for weekly lecture for Survival Analysis course!

• Lecture 1: basics of survival data and relationships between survival quantities.
• Lecture 2: estimation in parametric survival models and brief foray into nonparametric estimation.
• Lecture 3: Kaplan-Meier estimation, kernel smoothing hazard estimates, logrank test
• Lecture 4: Logrank test and Cox model
• Lecture 5: Partial likelihood, ties, model selection/specification
• Lecture 6: Cox model diagnostics, time-varying covariates, and AFT models
• Lecture 7: Power/sample-size calculations with survival data