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首页> 外文期刊>The Journal of Artificial Intelligence Research >Welfare Effects of Market Making in Continuous Double Auctions
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Welfare Effects of Market Making in Continuous Double Auctions

机译:连续两次拍卖中做市的福利效应

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摘要

We investigate the effects of market making on market performance, focusing on allocative efficiency as well as gains from trade accrued by background traders. We employ empirical simulation-based methods to evaluate heuristic strategies for market makers as well as background investors in a variety of complex trading environments. Our market model incorporates private and common valuation elements, with dynamic fundamental value and asymmetric information. In this context, we compare the surplus achieved by background traders in strategic equilibrium, with and without a market maker. Our findings indicate that the presence of the market maker strongly tends to increase total welfare across various environments. Market-maker profit may or may not exceed the welfare gain, thus the effect on background-investor surplus is ambiguous. We find that market making tends to benefit investors in relatively thin markets, and situations where background traders are impatient, due to limited trading opportunities. The presence of additional market makers increases these benefits, as competition drives the market makers to provide liquidity at lower price spreads. A thorough sensitivity analysis indicates that these results are robust to reasonable changes in model parameters.
机译:我们研究做市对市场表现的影响,重点是分配效率以及背景交易者从交易中获得的收益。我们采用基于经验模拟的方法来评估各种复杂交易环境中的做市商和背景投资者的启发式策略。我们的市场模型结合了私有和通用估值要素,以及动态的基本价值和不对称的信息。在这种情况下,我们比较了有和没有做市商的背景交易者在战略均衡中获得的盈余。我们的发现表明,做市商的存在强烈地倾向于增加各种环境下的总福利。做市商的利润可能会超过福利收益,也可能不会超过福利收益,因此对背景投资者盈余的影响是模棱两可的。我们发现做市趋向于在相对薄弱的市场以及背景交易者由于交易机会有限而急躁的情况下使投资者受益。由于竞争驱使做市商以较低的价差提供流动性,因此额外的做市商的存在增加了这些好处。彻底的敏感性分析表明,这些结果对于模型参数的合理变化具有鲁棒性。

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