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Stochastic Structure of Price Formation Process in Foreign Exchange Market

Research Project

Project/Area Number 17530233
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Public finance/Monetary economics
Research InstitutionOtaru University of Commerce

Principal Investigator

WADA Ryosuke  Otaru University of Commerce, Faculty of commerce, Associate Professor, 商学部, 助教授 (00241414)

Project Period (FY) 2005 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥1,300,000 (Direct Cost: ¥1,300,000)
Fiscal Year 2006: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2005: ¥800,000 (Direct Cost: ¥800,000)
Keywordsmicrostructure / foreign exchange market / continuous time Markov process / trading volume / volatility / bid and ask spread / heterogenous expectations / expected time path / 金融 / 外国為替 / マルコフ過程
Research Abstract

Our subject is continuous auctions in foreign exchange market. We have two papers. (1)"Stochastic Structure of Brokered Foreign Exchange Auctions" and (2)"Optimal Spread with Heterogeneous Expectations in Foreign Exchange Market." We describe arrivals of orders in the market as continuous time stochastic processes. Both of our papers start with these stochastic order generations. There are two sources of order generations. One is foreign exchange dealer's expectation revising and the other is retail transactions with customers. We presuppose that dealers have heterogeneous expectations. Knowing it, they choose their actions. Our model assumes that dealers may agree on price determination mechanism but that they have different estimates on relevant parameters.
In paper (1), dealers submit heterogeneous limit orders. Basic mechanism of price determination is that transaction price changes enough to absorb unbalanced arrivals of orders. For a given unbalanced arrivals, price has to change … More more when expectations are more heterogeneous. As for mathematical description, we consider that all combinations of the dealers' positions constitute a finite set of states. Transactions in the market correspond to Markov transitions between these states. We construct a matrix called infinitesimal operator. From this, we derive probability distribution of the states. We apply our model on volume and volatility correlation. Paper (2) is about market maker's optimal bid-ask spread. We show that as dealers have more heterogeneous expectations, a market maker widens spread so that he can exploit the heterogeneity of expectations. Usually, an adverse selection is key issue for the spread determination. However, in the intra-day transactions, a definition of equilibrium is not truism. The heterogeneous expectations influence actual transaction prices. We circumvent this difficulty. Assuming such an environment, we derive an expected time path of transaction prices. The intra-day expected time is what had been lacking in the existing literature. Less

Report

(3 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • Research Products

    (3 results)

All 2005

All Journal Article (3 results)

  • [Journal Article] Stochastic Structure of Brokered Foreign Exchange Auctions2005

    • Author(s)
      和田良介
    • Journal Title

      JAFEE(日本金融・証券計量・工学学会)2005冬季大会予稿集

      Pages: 342-366

    • NAID

      120006681543

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Stochastic Structure of Brokered Foreign Exchange Auctions2005

    • Author(s)
      Ryosuke Wada
    • Journal Title

      Proceedings for JAFEE (The Japanese Association of Financial Econometrics and Engineering) 2005 Winter Meeting

      Pages: 342-366

    • NAID

      120006681543

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Stochastic Structure of Brokered Auction in Foreign Exchange Market2005

    • Author(s)
      Ryosuke Wada
    • Journal Title

      日本金融・証券計量・工学学会2005冬季大会予稿集

      Pages: 342-366

    • Related Report
      2005 Annual Research Report

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Published: 2005-04-01   Modified: 2025-11-20  

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