Survival Analysis (STAT331)

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