Mix a Few Decent Forecasts — Results Are Usually Better

No single model consistently wins across all datasets. That’s why ensemble forecasting is so effective.

Why Forecast Combination Works

• Reduces model-specific bias
• Balances variance and stability
• Improves robustness

Common Ensemble Techniques

• Simple averaging
• Weighted ensembles
• Model stacking