Pengantar Analisis Survival (K)
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Course data
General Introduction
Announcements
Course plan
Syllabus
Reading materials
Week 1 - Introduction
Topic 0 and 1 - Study design and the intro to survival analysis
Say hi!
Another illustration of right-censored data
Week 2 - Survival and hazard functions
Topic 2 - Survival and hazard functions
Common parametric survival models
Leukemia data
Assignment 1 - Censored data and survival functions
Week 3 - The Log-rank Test
Solution to Assignment 1
On the log-rank test
Topic 3 - the log-rank test for 2 groups
R hands-on
Week 4 - The Log-rank Test (part 2)
Topic 3 - the log-rank test for more than 2 groups
R-script for LR test
Veteran data
Assignment 2
Recording of lectures for W4
Week 5 - The survival regressions
Survival regression
W5
Week 6 - The survival regressions (part 2)
W6
Self study - Weibull regression
Week 7 - More on survival regressions
Material review - midterm prep
Practice exam
Zoom to W7: review (Sunday, Oct 15, 2023 between 8 and 9.30 WIB)
Week 9 - Cox proportional hazard model
Midterm re-do
Week 9 material - Cox PH model
Cox PH hands-on
W9 for Grace
Worksheet w9 (only for distant student)
Week 10 - Cox proportional hazard model (part 2)
Ambrosone2019 paper
Topics to discuss from Ambrosone 2019
Week 11 - Evaluation on PH assumptions
Topic 6 - assessing PH assumption
R Hands on: assessing PH assumption
Individual assignment (optional, extra credit)
Week 12 - Evaluation on PH assumptions (part 2)
In-class assignment
addicts.csv
Duplicate slides on assessing PH assumption (more details in time-dependent covariate)
Week 13 - Extended Cox model: stratified Cos (SC) model
Topic 7 - stratified Cox model
Week 14 - Let's discuss final project
W14: the prompt
Report template
Zoom to W14
Week 15 - Final project report submission
Submit your report here (submission must be made by everyone) before Friday, Dec 8 @23:59 WIB
Week 15 - Final project presentation
Submit your slides here by 7:30 WIB this morning (one submission per group).
Revised paper for final project (OPTIONAL)
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Side panel
Panduan Dosen
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[Video] Panduan Membuat Video Asinkronus dengan Power Point
Panduan Mahasiswa
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Pengantar Analisis Survival (K)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Sains dan Analitika Data
S-1 STATISTIKA KELAS INTERNASIONAL
Semester Gasal 2023/2024
Pengantar Analisis Survival (K)
Summary
Pengantar Analisis Survival (K)
Teacher:
Shofi Andari