Expectations vs. Realities: The Cost of MSE-Optimal Forecasting Under Conditional Uncertainty

Riku Green, Zahraa S. Abdallah, Telmo M Silva Filho

Multi-step time series forecasting (MSF) is commonly evaluated using point-wise error metrics such as mean squared error (MSE), implicitly treating the conditional mean as a suffic…