Analisis Survival (Q)
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General Introduction
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Course plan
Syllabus
Learning strategies
Reading materials
Week 1 - Introduction
Week 2 - Survival and hazard functions
Week 3 - The Log-rank Test
Week 4 - The Log-rank Test (part 2)
Week 5 - The survival regressions
Week 6 - The survival regressions (part 2)
Topic 4 - parametric survival regression (part 2)
Extra credits - exponential and Weibull regressions
Week 7 - A review before midterm
Week 8 - Midterm
Week 9 - Cox proportional hazard model
Midterm re-do
Topic 5 - Cox PH model
Cox PH hands-on
Week 10 - Cox proportional hazard model (part 2)
Assignment 3
Topic 5 - Cox PH models (part 2)
Topic 5 -A review on Cox PH models
Ambrosone2019 paper
Paper discussion
Week 11 - Evaluation on PH assumptions
Topic 6 - assessing PH assumption
Zoom to W6
R Hands on: assessing PH assumption
Individual assignment (optional, extra credit)
Week 12 - Evaluation on PH assumptions (part 2)
Week 13 - Extended Cox model: stratified Cos (SC) model
Week 14 - Extended Cox model: SC model part 02
Week 15 - Review for finals
Week 16 - Final exam
Final exam
Redo final exam: extra credit
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Analisis Survival (Q)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Sains dan Analitika Data
S-1 STATISTIKA KELAS INTERNASIONAL
Semester Genap 2022/2023
Analisis Survival (Q)
Summary
Analisis Survival (Q)
Teacher:
Shofi Andari