infrastructures. Payment data provide an accurate description of how banks manage their liquidity over time. In this paper we compare … three models to predict future liquidity flows from payment data: 1) a moving average model, 2) a linear dynamic system that … conservation of liquidity. The error graphs of one-step-ahead predictions on real-world payment data reveal that the moving average …