BIOS5003 Categorical Data and Survival Analysis

This course will provide a foundation for the practical analyses of categorical and time to event (survival) data.  The course will cover the use of logistic regression models for use with binary outcomes and Cox proportional hazards regression models for time to event outcomes. Practical application of these models will be emphasized and model building and the checking of model assumptions will be covered in detail.

WK Topic Teaching format Duration
1 Review of Estimation and Hypothesis Testing for Categorical Data

Categorical Data Analysis I

LT 3h
2 Categorical Data Analysis II

 

LT 3h
3 Tutorial for Categorical Data Analysis I and II

Statistical Computing for Data Analysis I and II

LT 3h
4 Categorical Data Analysis III LT 3h
5 Tutorial for Categorical Data Analysis III

Statistical Computing for Data Analysis III

C

 

lab

1h30min

 

1h30min

6 Survival Analysis I LT 3h
7 Tutorial for Survival Analysis I

Statistical Computing for Survival Analysis I

C

 

lab

 

1h30min

 

1h30min

8 Survival Analysis II LT 3h
9 Tutorial for Survival Analysis II

Statistical Computing for Survival Analysis II

C

 

lab

1h30min

 

1h30min

10 Survival Analysis III LT 3h
11 Tutorial for Survival Analysis III / Revision

Statistical Computing for Survival Analysis III

C

 

lab

1h30min

 

1h30min

12 Examination Exam 2h