集中式和分散式交易所中的永续期货合约:机制与交易者行为

Erdong Chen, Mengzhong Ma, Zixin Nie
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引用次数: 0

摘要

本研究提出了一项开创性的知识系统化(SoK)计划,重点是深入探讨中心化交易所(CEX)和去中心化交易所(DEX)永久期货合约交易者的动态和行为。我们完善了现有的交易者对价格波动反应行为的研究模型,专门为这些合约平台创建了一个新的分析框架,同时还强调了区块链技术在其应用中的作用。我们的研究包括对 CEX 历史数据的比较分析,以及对 DEX 完整交易数据的更广泛研究。在虚拟自动做市商(VAMM)模式的DEX上,空头和多头头寸的未平仓合约对价格波动产生了反向影响,这归因于VAMM的价格形成机制。在使用 Oracle 定价模型的 DEX 中,我们观察到买方和卖方之间的交易者行为存在明显的不对称性。这种不对称性可能源于不明真相的交易者对利好消息的反应比对利空消息的反应更强烈,从而导致积累多头头寸的倾向。本研究揭示了在 DeFi 空间内使用永久期货合约的潜在风险和优势,同时提供了可以配置未来理论工作的数学基础和经验见解,为快速发展的基于区块链的金融工具世界提供了重要见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Perpetual Future Contracts in Centralized and Decentralized Exchanges: Mechanism and Traders' Behavior
This study presents a groundbreaking Systematization of Knowledge (SoK) initiative, focusing on an in-depth exploration of the dynamics and behavior of traders on perpetual future contracts across both centralized exchanges (CEXs), and decentralized exchanges (DEXs). We have refined the existing model for investigating traders' behavior in reaction to price volatility to create a new analytical framework specifically for these contract platforms, while also highlighting the role of blockchain technology in their application. Our research includes a comparative analysis of historical data from CEXs and a more extensive examination of complete transactional data on DEXs. On DEX of Virtual Automated Market Making (VAMM) Model, open interest on short and long positions exert effect on price volatility in opposite direction, attributable to VAMM's price formation mechanism. In the DEXs with Oracle Pricing Model, we observed a distinct asymmetry in trader behavior between buyers and sellers. Such asymmetry might stem from uninformed traders reacting more strongly to positive news than to negative, leading to a tendency to accumulate long positions. This study sheds light on the potential risks and advantages of using perpetual future contracts within the DeFi space while provides mathematical basis and empirical insights based on which future theoretical works can be configurated, offering crucial insights into the rapidly evolving world of blockchain-based financial instruments.
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