Week 3: Initial data analysis and model diagnostics: Model dependent exploration and how it differs from EDA
Main reference
What you will learn this week
- Role of IDA
- Techniques for
- data screening
- data cleaning
- imputation
- validation
- Checking assumptions for hypothesis testing and fitting linear models
Lecture slides
Tutorial instructions
Assignments
Assignments
- Exercises 1 is due on Monday 18 August.