Analisis Survival (A)
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1. Introduction to Survival Analysis
Week 1- Introduction
2. Kaplan-Meier Estimator-Parametric Models
Survival Function
Data Leukemia
Log-Rank Test
Parametric Survival Models
3. Cox Regression 1
Week 3.1- Cox Proportional Hazard Model
Week 3.2- Evaluating Cox Model Assumption
4. Cox Regression 2
Cox PH Model for Time Dependence Variable
Addicts Dataset
Stratified Cox
5. Recurrent Event Survival Analysis
Recurrent Event
Homework 1
6. Competing Risk Survival Analysis
Competing Risk Survival Analysis
7. Likelihood Estimation
Parametric Analysis
Nonparametric Analysis I
Data Leukemia
Nonparametric Analysis II
8. Project
Project 1
Pertemuan 9. Review Survival Model (Parametric and Cox Regression)
PPT Study Design
PPT Cox Regression
Pertemuan 10. Parameter Estimation and Interaction effect of Cox Regression
Pengumpulan Tugas
Pertemuan 11. Evaluation Survival Model
PPT Evaluation Survival Model
Pertemuan 12. Latihan dan Tugas Competing Risk
Diskusi kelompok dan Tugas
Competing Risk Using R
Pertemuan 13. Sample Size and Power
PPT Sample Size and Power
Pertemuan 14. Frailty Model
Materi Frailty Model
Pertemuan 15. Diskusi Model Frailty dan Bedah Paper
Contoh Paper
Minggu EAS
Pengumpulan EAS Final Project
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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 2022/2023
Analisis Survival (A)
Summary
Analisis Survival (A)
Teacher:
Jerry Dwi Trijoyo Purnomo
Teacher:
Santi Wulan Purnami