Jenkins, Stephen P. (2004). Survival Analysis, Unpublished manuscript, Institute for Social and Economic Research, University of Essex, Colchester, UK.
Cleves, Mario A., William W. Gould & Roberto G. Gutierrez. 2010. An Introduction to Survival
Analysis Using STATA. Texas: STATA Corporation. United States of America9个讲义:
1. Introduction to Lessons and STATA
2. The shape of hazard, survivor and related function
3. Preparing Survival time data for analysis and estimation
4. Estimation of the hazard and survival functions: Kaplan-Meier product-limit and liftable methods
5. Estimation: continuous time models
6. Estimation: discrete time models
7. Unobserved heterogeneity (‘frailty’)
8. Competing risks models
9. Assorted other topics
讲义中提到的例子,数据文件在“10个例子的数据文件”中,运行的程序命令在“8个DO FILE”中
欢迎交流讨论
谢谢大家点赞并下载支持。在学习过程中还参考了一些其他的讲义,不同的老师从不同的角度讲解Survial Analysis, 会侧重不同的重点,可能也会大家带来不同的启发和理解,再加一个新加坡大学老师的讲义。(上面一个讲义侧重操作,这个讲义侧重理论并兼顾一些操作)
lesson1 Introduction to introduction to survival analysis
lesson 2 The Kaplan–Meier estimate of the survival function
lesson 3 The Cox Proportional Hazards Model
lesson 4 Modelling with Cox
lesson 5 Extended and Stratified Cox
lesson6 Parametric survival analysis