存活分析 (Survival Analysis) Fall, 2008
林建甫 Jeff Lin, PhD.
e-mail: cflin@mail.ntpu.edu.tw
homepage: http://web.ntpu.edu.tw/~cflin
統計系 碩士班 學士班
Classroom: 商學大樓 7F01 (碩士)
Textbook:
References:
J. D. John P. Klein and Melvin L. Moeschberger
(2003),
Survival Analysis, Technique for Censored and Truncated Data, 2nd ed.,
Springer, New York. (碩士,學士)
J. D. Kalbfleisch and R. L. Prentice (2002),
The Statistical Analysis of Failure Time Data, 2nd ed.,
John Wiley and Son, New York. (碩士)
Office Hours:
三峽, Tuesday, 12:00noon--1:00pm
三峽, Wednesday, 12:00noon--1:00pm
台北, Thursday, 1:00pm--3:00pm
台北, Friday, 1:00pm--4:00pm
Evaluation:
Home Works
Project and Presentation
Exams
2009 Fall 存活分析 (碩士,學士) 課程大綱 Syllabus
Topics: 林建甫 (2008), 存活分析
Chapter 01: Introduction
Chapter 02: Survival Function, Censoring and Truncation
Chapter 03: Parametric Models
Chapter 04: Nonparametric Methods for One-Sample Survival Curve
Chapter 05: Tests for Comparing Two or More Survival Curves
Chapter 06: Semiparametric Models: Cox Proportional Hazard Models
Chapter 07: Extended Cox Model
Chapter 08: Cox Proportional Hazard Models: Diagnosis
Chapter 09: Truncation and Interval Censoring
Chapter 10: Introduction to Multivariate Survival Analysis
Chapter 11: Clustered Data: Marginal Models
Chapter 12: Clustered Data: Frailty Models
Chapter 13: Recurrent Data: Marginal Models
Chapter 14: Recurrent Data: Frailty Models
Misc: Introduction to Counting Process
Competing Risk Model
Bayesian analysis for Cox Model
Additive Hazards Model
書中資料檔案: 2008SurvBookDataExcel.rar
Miscellaneous Data:
| Topics | Program | HW |
| Chapter 01 | ||
| Chapter 02 | ||
| Chapter 03 | Chapter 03 | |
| Chapter 04 | Chapter 04 | |
| Chapter 05 | Chapter 05 | |
| Chapter 06 | Chapter 06 | |
| Chapter 07 | Chapter 07 Stratified Cox Model | |
| Chapter 08 | Chapter 08 | |
| Chapter 09 | ||
| Chapter 10 | Chapter 10 | |
| Chapter 11 | Chapter 11 | |
| Chapter 12 | Chapter 12 | |
|
Chapter 13 |
Chapter 13 | |
| Chapter 14 | Chapter 14 | |
| Competing Risk | ||