arXiv stat.ML
· Papers
Liquidity-Based Audit of Algorithmic Trading Strategies
arXiv:2606.29018v2 Announce Type: replace-cross Abstract: We show that net demand for liquidity by algo strategies is identifiable from its trade and price history alone, with no knowledge of its signal or optimization problem. An exact multi-period regret decomposition implies that the sign of this statistic classifie