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Several studies have shown that large changes in the returns of an asset areassociated with the sized of the gaps present in the order book In general,these associations have been studied without explicitly considering thedynamics of either gaps or returns. Here we present a study of theserelationships. Our results suggest that the causal relationship between gapsand returns is limited to instantaneous causation.

Time-dependent relations between gaps and returns in a Bitcoin order book