When Does Forecasting Reveal Temporal Structure? A Stability Analysis of Time-Series Structural Selection

Qipeng Qian, Yuntao Qian

Forecast accuracy is often used as a proxy for temporal structure discovery, but predictive performance and structural identifiability are not equivalent. Different temporal mechan…