Survival Analysis (STAT331)
Syllabus
Syllabus
Office Hour by Instructor, Lu Tian
Location: Redwood building (by CCSR and MSOB), T160C
Time: Monday 4:00pm to 5:00pm or by appointment
Lecture Notes
unit 1 (Parametric Inference)
unit 2 (Censoring and Likelihood)
unit 3 (KM Estimator)
unit 4 (Logrank Test)
unit 5 (Cox Regression I)
unit 6 (Cox Regression II)
unit 7 (Cox Regression III)
unit 8 (Martingale I)
unit 9 (Martingale II)
unit 10 (Maringale III)
unit 10 (Maringale CLT)
Lecture Slides
set 1 (Censoring and Parametric Inference)
set 2 (KM Estimator)
set 3 (Logrank Test)
set 4 (Cox Regression 1)
set 5 (Cox Regression 2)
set 6 (Martingale)
set 7 (Martingale Central Limit Theorem)
Reading Materials
supplementary reading materials for parametric inferences with the generalized gamma distribution
supplementary reading materials for informative censoring
supplementary reading materials for KM estimator
supplementary reading materials for logrank test
supplementary reading materials for Cox regression
Lecture Materials for CART (Professor Olshen)
Class Notes
Readings
Homework
homework 1
homework 2
homework 3
homework 4
homework 5
homework 6