Hiroaki Fukunishi

Causal-Structure-Based Cryptocurrency Price Direction Prediction Model

Analysis of the inferred causal structures showed that the returns improved when trades were executed only during rolling-window trials in which specific directed edges to the target variable were detected, and proposed a causal filter strategy that restricts trading to periods in which specific directed edges to the target variable are detected.