Decomposition-Based Forecasting: An Oldie but a Goldie

Before AI and neural networks, decomposition was the backbone of forecasting — and it still works.

Components of Decomposition

• Trend
• Seasonality
• Residuals

Why Decomposition Still Matters

It provides transparency, interpretability, and stable forecasts — especially for retail demand.