Analisis Survival (A)
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General
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Week 1. Introduction
Week 1- Introduction
Week 2. Survival Function, log Rank Test, and Parametric Survival Models
Week 2- Survival Function
Data Leukemia
Week 2- Log-Rank Test
Parametric Survival Models
Week 3. Cox Regression
Cox Proportional Hazard Model
Code Ovarian
Evaluating Cox Model Assumption
Week 4-5. Extended Cox Model
Stratified Cox
Cox PH Model for Time Dependence Variable
addicts
Addicts Dataset
Stratified Cox
Week 6. Survival Model for more than one event
Competing Risk Survival Analysis
Recurrent Event
Tugas 1
Code Recurrent
Code Competing Risk Final
Week 7. Teori Pendukung
Nonparametric Analysis
Nonparametric Analysis II
Parametric Analysis
Week 8. ETS
ETS No 3 (Take Home)
Minggu 9. Review Analisis Survival, Study Design, Protokol Penelitian
Kontrak Perkuliahan (Setelah ETS)
Study Design, Protokol Penelitian
Minggu 10. Presentasi Tugas Fokus Group
Pengumpulan Hasil Diskusi
Minggu 11-12. Evaluation Model
Evaluation Model
Pengumpulan Tugas Kelompok Evaluation Model
MInggu 13. Frailty Model dan Bedah Paper
Kuliah
MInggu 15. Presentasi Progres Final Project
Pengumpulan PPT
Minggu 16. EAS: Final Project
Pengumpulan artikel ilmiah
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Analisis Survival (A)
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Institut Teknologi Sepuluh Nopember
Magister
Fakultas Sains dan Analitika Data
S-2 STATISTIKA
Semester Gasal 2024/2025
Analisis Survival (A)
Summary
Analisis Survival (A)
Teacher:
Jerry Dwi Trijoyo Purnomo
Teacher:
Santi Wulan Purnami