Week 3: Initial data analysis and model diagnostics: Model dependent exploration and how it differs from EDA

Main reference

The initial examination of data

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

Worksheet

Tutorial instructions

Assignments

Assignments

  • Exercises 1 is due on Monday 18 August.
  • Quiz 2 is due on Thursday 14 August.
  • Quiz 3 is due on Thursday 21 August.