8. Use cases

Here are some easy-to-follow, common use cases for why you might use pmdarima in your forecasting work.

• 8.1. Stock Market Prediction
  • 8.1.1. Imports & data loading
  • 8.1.2. Data splitting
  • 8.1.3. Pre-modeling analysis
    • 8.1.3.1. Estimating the differencing term
  • 8.1.4. Fitting our model
  • 8.1.5. Updating the model
  • 8.1.6. Viewing forecasts
  • 8.1.7. Conclusion
• 8.2. An end-to-end time series analysis
  • 8.2.1. Imports, data loading & splitting
  • 8.2.2. Examining the data
  • 8.2.3. Fitting a baseline
  • 8.2.4. Transforming our data
  • 8.2.5. Fitting the transformed data
  • 8.2.6. Examining forecasts
  • 8.2.7. Final thoughts