Week 12: Dynamic regression

What you will learn this week

  • How to combine regression models with ARIMA models to form dynamic regression models
  • Dynamic harmonic regression to handle complex seasonality
  • Lagged predictors

Pre-class activities

Read Chapter 10 of the textbook and watch all embedded videos

Exercises (on your own or in tutorial)

Complete Exercises 2-6 from Section 10.7 of the book.

Solutions to Exercises

Monday lecture

Download slides

Code used in lecture

Tuesday revision class

Download slides

Post-class activities

  • Do any exercises not yet finished.
  • Complete past exams.
  • Re-read the textbook.
  • Listen again to all lectures, workshops, tutorials.

Assignments