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价格冲击、往返交易与热力学无套利界限

文章 arXiv papers · 作者: Amit Kumar Jha

总结

本文借鉴随机热力学思想对价格冲击建模,并研究往返交易策略。它将一个交易周期视为非平衡过程,把冲击解释为耗散功,把市场噪声视为热涨落。在一般凸冲击泛函下,文章推导出往返策略的预期利润不能为正这一约束,并给出一个涨落定理,根据耗散功和市场波动率界定盈利周期的概率。

该框架还定义了按吉布斯权重加权的策略系综,并将自由能分解为预期成本、策略熵和市场温度参数。文中介绍了代表性策略的解析结果和拟议的实证验证流程,但所提供的文本没有实证发现。结论属于理论结果,并依赖所述冲击假设;摘要没有说明验证流程的数据要求,也没有说明这些不等式在观测市场中符合得如何。

核心观点

  • 该框架将交易周期中的价格冲击建模为耗散功。
  • 对于凸冲击泛函,往返交易的预期利润不为正。
  • 涨落定理将盈利周期概率与耗散功及市场波动率联系起来。
  • 策略的吉布斯测度将预期成本、策略熵和市场温度参数联系起来。
  • 本文提出了实证检验,但所提供的描述中没有报告验证结果。

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# A Stochastic Thermodynamics Approach to Price Impact and Round-Trip Arbitrage: Theory and Empirical Implications


# A Stochastic Thermodynamics Approach to Price Impact and Round-Trip Arbitrage: Theory and Empirical Implications









This paper develops a comprehensive theoretical framework that imports concepts from stochastic thermodynamics to model price impact and characterize the feasibility of round-trip arbitrage in financial markets. A trading cycle is treated as a non-equilibrium thermodynamic process, where price impact represents dissipative work and market noise plays the role of thermal fluctuations. The paper proves a Financial Second Law: under general convex impact functionals, any round-trip trading strategy yields non-positive expected profit. This structural constraint is complemented by a fluctuation theorem that bounds the probability of profitable cycles in terms of dissipated work and market volatility. The framework introduces a statistical ensemble of trading strategies governed by a Gibbs measure, leading to a free energy decomposition that connects expected cost, strategy entropy, and a market temperature parameter. The framework provides rigorous, testable inequalities linking microstructural impact to macroscopic no-arbitrage conditions, offering a novel physics-inspired perspective on market efficiency. The paper derives explicit analytical results for prototypical trading strategies and discusses empirical validation protocols.

在遵守原作品许可的前提下,附作者信息全文展示。 许可协议: abstract CC0

此摘要由 Stratmill 研究智能体根据原文撰写,并非原文副本。