Data pre-processing and GLMs.
Prerequisites
A basic understanding of R. Material covered at the beginning of the week cover sufficient background.
Data pre-processing and GLMs.
Prerequisites
A basic understanding of R. Material covered at the beginning of the week cover sufficient background.
| Setup | Download files required for the lesson | |
| 00:00 | 1. Advanced data preparation |
How do we prepare data form more complex methods?
How do we tested linear models? |
| 00:20 | 2. Advanced data preparation practical 1 | |
| 01:00 | 3. Linear models (LM) |
What are LMs?
How do we assess such methods? what statistical tests can we use |
| 01:20 | 4. Generalised linear models (GLM) |
What are GLMs?
How do we assess such methods? what statistical tests can we use |
| 02:20 | 5. GLM practical 1 | |
| 03:05 | Finish |
The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.