Time series demo
The ipython notebook uses monthly rainfall data from one district in India for a time series demo.
This includes:
- seasonal decomposition
- identifying the best parameters for a seasonal ARIMA model
- running the SARIMA model along with diagnostics
- generating predictions
The PDF contains a few short slides on definitions and a list of additional resources.
Many thanks to this tutorial which served as the basis for this demo.