M6 - Seasonal ARIMA Models
Learning Objectives
The learning goals for this module are:
- Discuss the seasonal ARIMA model (SARIMA);
- Learn how to idenfy order of seasonal component;
- Learn how to fit seasonal ARIMA models in R.
Slides
Here is a link to the slide deck used in class.
Resources
-
Time Series Analysis with Applications - Cryer and Shan - Chapter 6: Models Specification
-
Time Series Analysis with Applications - Cryer and Shan - Chapter 10: Seasonal Models
Recordings
Here you will also find some helpful recordings.
- Concept and components of seasonal ARIMA models - Part 1
- Concept and components of seasonal ARIMA models - Part 2
- How to fit SARIMA models using R
Deliverables
For this module you will complete Assignment 6. The due date for A6 is March 6.