Leaky-integrator reconstruction: taming error accumulation in recursive differenced time-series forecasting

Zijiang Yang

Recursive differenced forecasting, the standard remedy for non-stationarity, predicts one-step changes and integrates them by cumulative summation. We show that this reconstruction…