8.13 Choosing ARIMA Orders - Part 1

Contents:

1. Using AC and PAC plots
2. Using gridsearch

Using Gridsearch

We will the pmdarima module (Pyramid ARIMA) to perform searches accross multiple combinations of the ARIMA parameters $p$, $d$ and $q$.

This library uses AIC as a metric to compare the performance of multiple models