Can I read Automatic Time Series Forecasting Guide on EtoBox?

Automatic Time Series Forecasting Guide by Rodrigo Vallejos Vergara is a document available to read on EtoBox.

What is Automatic Time Series Forecasting Guide about?

The Automatic Forecasting procedure selects the best forecasting model for time series data by trying many different models and choosing the one with the lowest error based on criteria like AIC, HQC, and SBC. It analyzed traffic data from the Golden Gate Bridge and selected an ARIMA model with seasonal factors. The ARIMA model provided forecasts that closely matched the actual subsequent traffic volumes as seen in the time series plot. The procedure evaluates multiple models and identifies the best fitting

Author

Rodrigo Vallejos Vergara

Language

EN