Week 2: Visualising your data and models

Main reference

Cook and Laa Ch 1, 3, 4, 5, 6, 13

What you will learn this week

  • Dimension reduction methods: linear and non-linear
  • Visualising high-dimensions using animations of linear projections
  • Scatterplot matrices
  • Parallel coordinate plots
  • Concept of model-in-the-data-space, relative to data-in-the-moel-space

Lecture slides

Tutorial instructions

Instructions:

Assignments