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An analysis on the features of foreign exchange market change with group behavior bias : Experiment, empirical study and artificial market method

Research Project

Project/Area Number 26285070
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Money/ Finance
Research InstitutionNagasaki University

Principal Investigator

SUSAI Masayuki  長崎大学, 経済学部, 教授 (40206454)

Co-Investigator(Kenkyū-buntansha) 森保 洋  長崎大学, 経済学部, 教授 (10304924)
鳥海 不二夫  東京大学, 大学院工学系研究科(工学部), 准教授 (30377775)
吉田 裕司  滋賀大学, 経済学部, 教授 (40309737)
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2017: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2016: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2015: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2014: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Keywords集団行動バイアス / 行動ファイナンス / 外国為替市場 / 人工市場 / 高頻度データ / ボラティリティ / 人口市場 / リミットオーダー / キャンセレーション / 市場の取引特性 / 投資行動バイアス / 心理学実験 / 社会行動バイアス / 市場の効率性 / 国際情報交換
Outline of Final Research Achievements

In our artificial market, we have created an agent that assumes the following three behavioral biases. ① Most trading policy (follow the trader with the largest trading frequency), ② Best trading policy (follow the best trader), ③ Hub trading policy (follow the trader with the most information). The influence of the group behavior bias was analyzed by comparing the fluctuation characteristic of the price of the transaction when there is a group behavior bias which follows each of these and it is not. The group behavior bias revealed a negative impact on the stability of the market, that is, increasing market instability. Moreover, it became clear that the group behavior bias by the most trade agent of the above-mentioned ① is the most likely to occur, and that ②, the best trading agent, increases the instability of the market.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (37 results)

All 2018 2017 2016 2015 2014 Other

All Int'l Joint Research (3 results) Journal Article (16 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 7 results,  Open Access: 4 results,  Acknowledgement Compliant: 2 results) Presentation (17 results) (of which Int'l Joint Research: 6 results,  Invited: 1 results) Book (1 results)

  • [Int'l Joint Research] University of Portsmouth(United Kingdom)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Technology at Sydney/University of Sydney(オーストラリア)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Portsmouth(英国)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] High-Frequency Trading, Liquidity Withdrawal, and the Breakdown of Conventions in Foreign Exchange Markets2018

    • Author(s)
      Alexis Stenfors, Masayuki Susai
    • Journal Title

      Jounrl of Economic Issues

      Volume: LII Issue: 2 Pages: 387-395

    • DOI

      10.1080/00213624.2018.1469883

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The Impact of Strategic Limit Order Submissions on Foreign Exchange Market Liquidity2018

    • Author(s)
      Alexis Stenfors, Masayuki Susai
    • Journal Title

      SSRN Working Paper Series

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] An Analysis on the Impact of Group Behavior Bias on Financial Markets by Artificial Market2017

    • Author(s)
      Yating Wang, Fujio Toriumi, Masayuki Susai
    • Journal Title

      Proceedings, 8th World Finance Conference

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Algorithmic Trading Behavior and High-Frequency Liquidity Withdrawal in the FX Spot Marke2017

    • Author(s)
      Alexis Stenfors, Masayuki Susai
    • Journal Title

      Working Papers in Economics & Finance

      Volume: 2017-04

    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Liquidity Withdrawals in the FX Spot Market: A Cross-Country Study using High-Frequency Data2017

    • Author(s)
      Alexis Stenfors, Masayuki Susai
    • Journal Title

      Working Papers in Economics & Finance

      Volume: 2017-06

    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Limit Order, Market Order and Cancellation in Foreign Exchange Market: One particular Day Experience2016

    • Author(s)
      須齋正幸
    • Journal Title

      経営と経済

      Volume: 95 Pages: 136172-136172

    • NAID

      120006974237

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Empirical Exploration on the Foreign Exchange Market Microstructure with Duration, Volume and Orderflow2016

    • Author(s)
      須齋正幸
    • Journal Title

      知の地平を超えて

      Volume: なし Pages: 8095-8095

    • NAID

      110009486813

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Corporate Advertisements and the Investor Attention Effect,2016

    • Author(s)
      森保洋
    • Journal Title

      Proceedings of the 21st ITS biennial conference.

      Volume: なし Pages: 1020-1020

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] nvestment Index Construction from Information Propagation Based on Transfer Entropy2016

    • Author(s)
      鳥海不二夫
    • Journal Title

      Computational Economics

      Volume: 09/2016 Pages: 114-114

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 高速取引が日経平均先物市場の価格発見に与える影響2016

    • Author(s)
      森保洋
    • Journal Title

      先物・オプションレポート

      Volume: 29 Pages: 1020-1020

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Active Management and Price Efficiency of Exchange-traded Funds2016

    • Author(s)
      Chen,T., Wong,K.H.Y., and M, Susai
    • Journal Title

      Prague Economics Papers

      Volume: 25 Pages: 318-318

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Limit Order, Market Order and Cancellation in Foreign Exchange Market: One particular Day2016

    • Author(s)
      Susai,M
    • Journal Title

      経営と経済

      Volume: 95 Pages: 135172-135172

    • Related Report
      2015 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] EBS外国為替指値市場におけるキャンセル行動の分析2015

    • Author(s)
      吉田裕司
    • Journal Title

      先物・オプションレポート

      Volume: 27 Pages: 17-17

    • Related Report
      2015 Annual Research Report
    • Open Access
  • [Journal Article] Disclosure Information, Press Coverage, and Their Influence on Market Liquidity: Evidence from Japan2015

    • Author(s)
      Moriyasu H., Aman,H
    • Journal Title

      Proceedings of the 27th Asian-Pacific Conference on International Accounting Issues,

      Volume: - Pages: 484-514

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] We missed it again! Why Do So Many Market Orders in High-Frequency FX Trading Fail to Be Executed?2015

    • Author(s)
      Masayuki Susai , Yushi Yoshida
    • Journal Title

      Handbook of High Frequency Trading

      Volume: 1 Pages: 215-235

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Algorithm Trading in Asian Currency FX Markets2014

    • Author(s)
      Masayuki Susai , Yushi Yoshida
    • Journal Title

      Handbook of Asian Finance

      Volume: 1 Pages: 185-205

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] High-frequency trading, liquidity withdrawal and the breakdown of conventions in foreign exchange markets2018

    • Author(s)
      Alexis Stenfors, Masayuki Susai
    • Organizer
      The Association for Evolutionary Economics at ASSA Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Central bank interventions and limit order behavior in the foreign exchange market2018

    • Author(s)
      Yushi Yoshida, Masayuki Susai
    • Organizer
      4th Applied Financial Modelling conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of group behavior bias in Financial Markets using artificial market2017

    • Author(s)
      Fujio Toriumi, Yating Wang
    • Organizer
      人工知能学会
    • Place of Presentation
      ブルンバーグ東京支社(東京都千代田区)
    • Year and Date
      2017-03-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] An Analysis on the Impact of Group Behavior Bias on Financial Markets by Artificial Market2017

    • Author(s)
      Yating Wang, Fujio Toriumi, Masayuki Susai
    • Organizer
      8th World Finance Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] he Impact of Large FX Orders on High-frequency Trading Behaviour2016

    • Author(s)
      Masayuki Susai, Alexis Stenfors
    • Organizer
      International Conference on Economic Theory and Policy
    • Place of Presentation
      明治大学駿河台キャンパス(東京都千代田区)
    • Year and Date
      2016-09-18
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stepping out of the limit order book: Empirical evidence from the EBS FX market2016

    • Author(s)
      須齋正幸, 吉田裕司
    • Organizer
      日本ファイナンス学会
    • Place of Presentation
      横浜国立大学(神奈川県横浜市)
    • Year and Date
      2016-05-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] Stepping out of the limit order book: Empirical evidence from the EBS FX market2016

    • Author(s)
      須齋正幸, 吉田裕司
    • Organizer
      日本金融学会
    • Place of Presentation
      武蔵大学江古田キャンパス(東京都練馬区)
    • Year and Date
      2016-05-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] 人工市場を用いた集団行動バイアスが市場への影響分析2016

    • Author(s)
      Yating Wang, Fujio Toriumi
    • Organizer
      第16回金融情報学研究会
    • Place of Presentation
      ブルームバーグ L.P.(東京都・千代田区)
    • Year and Date
      2016-03-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Life-time of limit orders in the EBS foreign exchange market2015

    • Author(s)
      Masayuki, Susai and Yushi Yoshida
    • Organizer
      Monetary Economics Workshop
    • Place of Presentation
      龍谷大学深草キャンパス(京都府・伏見区)
    • Year and Date
      2015-11-21
    • Related Report
      2015 Annual Research Report
  • [Presentation] 派生証券市場の取引環境変化が現物市場の価格形成に与える影響2015

    • Author(s)
      森保洋
    • Organizer
      第84回証券経済学会全国大会
    • Place of Presentation
      山口大学経済学部(山口県・山口市)
    • Year and Date
      2015-11-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] Disclosure Information, Press Coverage, and Their Influence on Market Liquidity: Evidence from Japan2015

    • Author(s)
      Moriyasu H., Aman,H
    • Organizer
      The 27th Asian-Pacific Conference on International Accounting Issues,
    • Place of Presentation
      Brisbane(Australia)
    • Year and Date
      2015-11-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Investment Index Construction from Information Propagation Based on Transfer Entropy Society forComputational Economics2015

    • Author(s)
      Fujio Toriumi, Kazuki Komura
    • Organizer
      Computing in Economics and Finance,
    • Place of Presentation
      Taipei(Taiwan)
    • Year and Date
      2015-06-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] EBS外為市場における高頻度注文の実証分析2015

    • Author(s)
      Masayuki Susai , Yushi Yoshida
    • Organizer
      大阪大学金融・保険教育研究センター・ワークショップ
    • Place of Presentation
      大阪大学中之島センター(大阪府大阪市)
    • Year and Date
      2015-02-20
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Life-time of Limit Orders in the EBS Foreign Exchange Spot Markets2014

    • Author(s)
      Masayuki Susai , Yushi Yoshida
    • Organizer
      日本経済学会
    • Place of Presentation
      西南学院大学(福岡県福岡市)
    • Year and Date
      2014-10-11 – 2014-10-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] 移動エントロピーを用いた銘柄間影響度ネットワークによる投資指標の検討2014

    • Author(s)
      小村和輝、鳥海不二夫、大橋弘忠
    • Organizer
      第13回金融情報学研究会
    • Place of Presentation
      東京大学(東京都文京区)
    • Year and Date
      2014-10-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] Life-time of Limit Orders in the EBS Foreign Exchange Spot Markets2014

    • Author(s)
      Masayuki Susai , Yushi Yoshida
    • Organizer
      World Finance Conference
    • Place of Presentation
      Venice, Italy
    • Year and Date
      2014-07-03 – 2014-07-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 移動エントロピーを用いた銘柄間ネットワークダイナミクスの分析2014

    • Author(s)
      小村 和輝,鳥海 不二夫,大橋 弘忠
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      愛媛県県民文化会館(愛媛県松山市)
    • Year and Date
      2014-05-12 – 2014-05-15
    • Related Report
      2014 Annual Research Report
  • [Book] はじめて学ぶ国際金融論2015

    • Author(s)
      永易淳、江坂太郎、吉田裕司
    • Total Pages
      200
    • Publisher
      有斐閣
    • Related Report
      2015 Annual Research Report

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Published: 2014-04-04   Modified: 2022-02-22  

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