Forecasting_with_R

Forecasting: Principles and Practice v3

Notes and exercises in R while working through Forecasting Principles and Practice 3rd Edition.

The R notebooks are above, but I would suggest opening the hyperlinks below for readability.

https://otexts.com/fpp3

• Chapter 1 - Notes
• Chapter 1 - Exercises
• Chapter 2 - Notes
• Chapter 2 - Exercises
• Chapter 3 - Notes
• Chapter 3 - Exercises
• Chapter 4 - Notes
• Chapter 4 - Exercises
• Chapter 5 - Notes
• Chapter 5 - Exercises
• Chapter 6 - Notes - not listed as it does not use R for foreasting.
• Chapter 7 - Notes
• Chapter 8 - Notes

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Optimal Model Workflow

A distillation of Time Series Methods with automated model selection powered by statisical optimization:

Time Series Workflow