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Order flow, information and trading behaviour in foreign exchange and equity markets.

机译:外汇和股票市场的订单流,信息和交易行为。

摘要

It has been shown in the literature that under asymmetric information, trading process itself is a part of pricing mechanism and order flow is the vehicle of information transmission and has a profound impact on prices. This thesis is composed of three major closely connected parts on order flow economics: (1) exchange rate determination and inter-market order flow effect, (2) market conditions and order flow impact and (3) limit order execution and microstructure factors. The first part of this thesis empirically investigates the price impact of order flow in four major currency markets and the results show that order flow has strong impact on exchange rates in all four markets and over various sampling frequencies. In a new result, inter-market effect is discovered where exchange rate movements in one market can be explained by the order flow in other relevant markets. In terms of forecasting ability, the order flow model out-performs random walk model that has so far beaten all macro-based exchange rate models. The second part addresses the dependence structure between flow and price change in the FX markets and finds that flow-return relationship is not linear as assumed in the previous literature. Order flow tends to be more informative and has larger impact on prices when market spreads are large, volume is low or volatility is high. These results cannot be fully explained by existing micro structure models. The last part of thesis studies how limit order execution probability is affected by microstructure factors. Using the tick data from the London Stock Exchange, it is demonstrated that price aggressiveness, spread and potential market pressure have significant impacts on the limit order execution.
机译:在文献中已经表明,在信息不对称的情况下,交易过程本身是定价机制的一部分,而订单流是信息传递的媒介,对价格产生了深远的影响。本文由订单流经济学的三个主要紧密联系的部分组成:(1)汇率确定和市场间订单流效应;(2)市场条件和订单流影响;(3)限制订单执行和微观结构因素。本文的第一部分对四个主要货币市场中的订单流的价格影响进行了实证研究,结果表明,订单流对所有四个市场以及各种抽样频率下的汇率都具有强烈的影响。在一项新结果中,发现了市场间效应,其中一个市场中的汇率变动可以用其他相关市场中的订单流来解释。就预测能力而言,订单流模型的表现优于随机游走模型,而随机游走模型到目前为止已经击败了所有基于宏的汇率模型。第二部分讨论了外汇市场中流量与价格变化之间的依存关系,并发现流量-收益关系不是以前文献中所假设的线性关系。当市场价差大,交易量低或波动性高时,订单流往往会提供更多信息,并对价格产生更大的影响。现有的微观结构模型无法完全解释这些结果。论文的最后一部分研究极限订单执行概率如何受到微观结构因素的影响。使用伦敦证券交易所的报价数据,可以证明价格激进,价差和潜在的市场压力对限价订单的执行产生重大影响。

著录项

  • 作者

    Luo Jinhui;

  • 作者单位
  • 年度 2004
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
  • 中图分类

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