深圳股票市场的日内流动性研究

张涤新,眭以宁

系统科学与数学 ›› 2015, Vol. 35 ›› Issue (12) : 1487-1500.

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系统科学与数学 ›› 2015, Vol. 35 ›› Issue (12) : 1487-1500. DOI: 10.12341/jssms12688
论文

深圳股票市场的日内流动性研究

    张涤新1,眭以宁2
作者信息 +

AN ANALYSIS OF INTRADAY PATTERNS IN BID-ASK SPREADS: EVIDENCE FROM THE SHENZHEN STOCK EXCHANGE

    ZHANG Dixin1 ,SUI Yining2
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摘要

流动性为证券市场注入了活力,使得投资者转让和买卖 证券的交易得以顺利完成.因此如何衡量流动性的问题关乎到市场 能否更有效地发挥作用.自Demsetz~(1968)的《交易成本》一文发表后,买 卖价差成为了反映证券市场流动性的重要指标,不同的价差分解模型相继 出现并不断完善.在总结现有研究的基础上,文章运用两种类型的高频数 据从买卖价差角度对中国深圳股票市场的日内流动性进行了研究.利用 大单交易明细数据进行实证分析时,文章以MRR模型作为基本框架,将交易的 持续期和订单规模作为新的变量加入其中,得到了扩展的MRR模型,并 分别对MRR模型和扩展的MRR模型进行了广义矩估计(GMM);利用1 分钟分时数据进行实证分析时,文章借鉴了Corwin 和Schultz (2012)提出的高低比估计量的思路,估计了市场各时段的相对买 卖价差.综合上述模型实证结果,文章发现:交易持续期和订单规模对买 卖价差产生了显著的影响,买卖价差中的逆向信息成本与订单规模呈正相 关,与交易持续期呈负相关;订单处理成本与订单规模呈负相关.交易持 续期和订单规模的日内特征是导致深圳股市的逆向信息成本和隐含价差 在日内呈``L''形且订单处理成本基本保持不变 的直接原因.和其他股票市场相比,深圳股市的整体 流动性宽度较好,但是信息不对称状况更为严重.此外,最小 价格变动单位影响了低价股的流动性,一定程度上人为增加 了低价股的买卖价差.

Abstract

Market liquidity instills vitality in secondary markets. Since Demsetz's seminal paper, bid-ask spread has been treated as one of the most important proxies for market liquidity. In this article, we develop a model of intraday price formation featuring influences of order size and trading duration on components of bid-ask spread based on the framework raised by Madhavan, Richardson and Roomans. Through F-test, our model is statistically superior to the original MRR model in explaining price changes. In addition, we measure the relative magnitudes of bid-ask spread with the high-low estimator raised by Corwin and Schultz. By adopting general momentum moments regression approach, we find that the adverse selection costs increase with trade size and decreases with increases in trading duration. Conversely, order processing costs decrease with increases in trade size. The adverse selection costs and implied bid-ask spread are highest at the beginning of the day and lowest at the end of the day, although order processing costs remain stable through the day. Stocks of Shenzhen's 40-stock index contain a smaller relative magnitudes of bid-ask spread, a smaller order processing component but a larger adverse selection component than stocks in NYSE, TSE, LSE etc.

关键词

买卖价差 / 交易持续期 / 日内流动性.

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张涤新 , 眭以宁. 深圳股票市场的日内流动性研究. 系统科学与数学, 2015, 35(12): 1487-1500. https://doi.org/10.12341/jssms12688
ZHANG Dixin , SUI Yining. AN ANALYSIS OF INTRADAY PATTERNS IN BID-ASK SPREADS: EVIDENCE FROM THE SHENZHEN STOCK EXCHANGE. Journal of Systems Science and Mathematical Sciences, 2015, 35(12): 1487-1500 https://doi.org/10.12341/jssms12688
中图分类号: 91B28    91B26    91B82   
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