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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:市场制作在持续双拍卖中的福利效果

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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 simulationbased 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:我们调查市场对市场绩效的影响,侧重于从背景交易商累计的分配效率和收益。我们采用了实证模拟基础的方法来评估各种复杂交易环境的市场制造商以及背景投资者的启发式策略。我们的市场模式包括私人和共同的估值元素,具有动态基本价值和不对称信息。在这方面,我们比较了背景交易员在战略均衡中实现的盈余,有没有市场制造商。我们的调查结果表明,市场制造商的存在强烈倾向于在各种环境中增加总福利。市场制造商的利润可能会或可能不会超过福利收益,因此对背景投资者盈余的影响是含糊不清的。由于有限的交易机会,我们发现市场制作往往会在相对较薄的市场中受益投资者,以及背景交易者不耐烦的情况。额外的市场制造商的存在提高了这些利益,因为竞争驱使市场制造商以较低的价格提供流动性。彻底的灵敏度分析表明这些结果对于模型参数的合理变化是强大的。

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