The leakage premium in decomposition-based cryptocurrency forecasting

This paper demonstrates that the exceptional forecasting accuracy reported by decomposition-ensemble models for cryptocurrency returns is primarily an artifact of look-ahead bias inherent in two-sided signal decomposition, which vanishes when the models are applied causally to reveal their true, often negative, predictive power.

Original authors: Ozan Nadirgil