
Understanding the Limitations of ARIMA Forecasting
A comparison between the SARIMA model and the Facebook Prophet model Khin Yadanar Lin · Follow Published in Towards Data Science · 12 min read · 10 hours ago — Photo by Maksym Ostrozhynskyy on Unsplash Table of Contents Introduction ARIMA in a Nutshell Key Assumptions and Limitations of the ARIMA Model Forecasting Process in Python: Seasonal ARIMA vs. Facebook Prophet Performance Comparison Between Two Models Conclusion Introduction Time Series Forecasting has long been a