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A Research on the Measurement of Market Sentiment with AHP and FX Daeler's Behavioral Biases

Research Project

Project/Area Number 18330070
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Public finance/Monetary economics
Research InstitutionNagasaki University

Principal Investigator

SUSAI Masayuki (MASAYUKI Susai)  Nagasaki University, 経済学部, 教授 (40206454)

Co-Investigator(Kenkyū-buntansha) FUJITA Wataru  長崎大学, 経済学部, 教授 (30264196)
FUKUZAWA Katsuhiko  長崎大学, 経済学部, 教授 (00208935)
MORIYASU Hiroshi  長崎大学, 経済学部, 准教授 (10304924)
Project Period (FY) 2006 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥17,540,000 (Direct Cost: ¥14,900,000、Indirect Cost: ¥2,640,000)
Fiscal Year 2009: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2008: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2007: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2006: ¥6,100,000 (Direct Cost: ¥6,100,000)
Keywordsマーケットセンチメント / AHP投資行動バイアス / 市場のミクロ構造 / 超高頻度データ / 外国為替市場 / オーダーフロー / リーマンショック / 市場のセンチメント / 多変量非線形時系列モデル / AHP / 投資行動バイアス / 高頻度データ
Research Abstract

In this research, we are exploring the relations between behavioral biases of investors and market sentiment through the analysis with quantitative and qualitative data such as ultra high frequent data, survey and hearing. From the survey and hearing to the Fund Managers in financial institutions in Tokyo market, we find that there exists the difference between risk perception and risk attitude even in professional investors. Among the investors showing inconsistency between risk perception and risk attitude, we can point out the behavioral biases. The tendency above is obvious especially in the market that unknown event occurs. From the econometric analysis with ultra high frequent FX data, we find that the volatility structure in FX market is different when unknown event such as Lehman's shock occurs. Therefore, we conclude that investors with risk inconsistency can be showing behavioral biases when they face the unknown event, and the dealings by such investors may have significant impact on volatility structure.

Report

(6 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report   Self-evaluation Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (66 results)

All 2009 2008 2007 2006

All Journal Article (31 results) (of which Peer Reviewed: 6 results) Presentation (28 results) Book (7 results)

  • [Journal Article] Volume or Order Flow? Which contains more information in really traded Yen/Dollar Foreign Exchange Market with new Data Set2009

    • Author(s)
      Susai, M.
    • Journal Title

      Proceedings of the 32nd European Accounting Association Annual Congress

    • Related Report
      2009 Final Research Report
  • [Journal Article] Multi Foreign Exchange Rate Relations in Turbulent Market: Lessons from Lehman Shock2009

    • Author(s)
      Susai, M.
    • Journal Title

      Proceedings of the 21st Proceedings of the Asian Pacific Conference on International Accounting Issue

    • Related Report
      2009 Final Research Report
  • [Journal Article] 東アジアの垂直分業構造と国・地域グループの特性2009

    • Author(s)
      藤田渉
    • Journal Title

      東南アジア研究年報 第51巻

    • NAID

      120006967139

    • Related Report
      2009 Final Research Report
  • [Journal Article] Volume or Order Flow? Which contains more information in really traded Yen/Dollar Foreign Exchange Market with new Data Set2009

    • Author(s)
      Masayuki Susai
    • Journal Title

      Proceedings of the 32^<nd> European Accounting Association Annual Congress

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi Foreign Exchange Rate Relations in Turbulent Market : Lessons from Lehman Shock2009

    • Author(s)
      Masayuki Susai
    • Journal Title

      Proceedings of the 21^<st> ASIAN-PACIFIC CONFERENCE ON INTERNATIONAL ACCOUNTING ISSUES

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Intraday Price Discovery Process Between the Singapore Exchange and Osaka Stock Exchange2009

    • Author(s)
      Hiroshi Moriyasu
    • Journal Title

      Proceedings of the 21^<st> ASIAN-PACIFIC CONFERENCE ON INTERNATIONAL ACCOUNTING ISSUES

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 東アジアの垂直分業構造と国・地域グループの特性2009

    • Author(s)
      藤田渉
    • Journal Title

      東南アジア研究年報 51

      Pages: 19-72

    • NAID

      120006967139

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate with New Data Set2008

    • Author(s)
      Susai, M.
    • Journal Title

      Proceedings of the 20th Asian Pacific Conference on International Accounting Issue

    • Related Report
      2009 Final Research Report
  • [Journal Article] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate2008

    • Author(s)
      Susai, M.
    • Journal Title

      Proceedings of the 16th Annual Conference on Pacific Basin Finance, Economics, Accounting and Management

    • Related Report
      2009 Final Research Report
  • [Journal Article] Some of the Features of Japanese Professional Fund Managers Investment Behavior: Questionnaire-based Analysis2008

    • Author(s)
      Susai, M, H. Moriyasu, M. Hayashikawa
    • Journal Title

      Proceedings of the European Accounting Association Annual Meeting

    • Related Report
      2009 Final Research Report
  • [Journal Article] Impact of Electronic Trading on Market Efficiency: An Analysis of Nikkei 225 Futures Market in Singapore2008

    • Author(s)
      Susai, M, H. Moriyasu
    • Journal Title

      Empirical Study on Asian Financial Market(M. Susal et. al., (eds., ))

    • Related Report
      2009 Final Research Report
  • [Journal Article] 投資パフォーマンスと取引量の関係:自信過剰仮説の観点から2008

    • Author(s)
      森保洋, 城下賢吾
    • Journal Title

      証券経済学会年報 43巻

    • Related Report
      2009 Final Research Report
  • [Journal Article] Tokyo or New York : Which drives East Asian Stock Markets?2008

    • Author(s)
      M. Susai
    • Journal Title

      Empirical Study on Asian Financial Markets(Susai.M and H. Okada, Kyushu University Press) Chap 1

      Pages: 1-39

    • Related Report
      2008 Self-evaluation Report
  • [Journal Article] Volume or Order Flow-This is More Informative in Really Traded Yen/Dollar Foreign Market with New Data Set2008

    • Author(s)
      M. Susai
    • Journal Title

      Proceedings of the 16^<th> Annual Conference on Pacific Basin Finance, Economics, Accounting and Management

    • Related Report
      2008 Self-evaluation Report
  • [Journal Article] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate with New Data Set2008

    • Author(s)
      M. Susai
    • Journal Title

      Proceedings of the 20^<th> Asian PacificConference on International Accounting Issues 20

      Pages: 31-31

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate2008

    • Author(s)
      M. Susai
    • Journal Title

      Proceedings of the 16^<th> Annual Conference on Pacific Basin Finance, Economics, Accounting and Management 16

      Pages: 31-31

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Some of the Features of Japanese Professional Fund Managers Investment Behavior : Questionnaire-based Analysis2008

    • Author(s)
      M. Susai, H. Moriyasu, M. Hayashikawa
    • Journal Title

      Proceedings of the European Accounting Association Annual Meeting 31

      Pages: 25-25

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Impact of Electronic Trading on Market Efficiency : An Analysis of Nikkei 225 Futures Market in Singapore2008

    • Author(s)
      M. Susai, H. Moriyasu
    • Journal Title

      Empirical Study on Asian Financial Market 3

      Pages: 89-105

    • Related Report
      2008 Annual Research Report
  • [Journal Article] 投資パフォーマンスと取引量の関係 : 自信過剰仮説の観点から2008

    • Author(s)
      森保 洋, 城下賢吾
    • Journal Title

      証券経済学会年報 43巻

      Pages: 185-189

    • Related Report
      2008 Annual Research Report
  • [Journal Article] 市場に流入する情報と為替レートのボラティリティ2006

    • Author(s)
      須齋正幸
    • Journal Title

      経営と経済 85巻4.5号

    • NAID

      110004998201

    • Related Report
      2009 Final Research Report
  • [Journal Article] Volatility Spillover Structure of Stock and Foreign Exchange Rate Market between Korea, Japan and Hong Kong2006

    • Author(s)
      Susai, M.
    • Journal Title

      Global Information Technology and Competitive Financial Alliances(Yamori et. al. (eds., ))

    • Related Report
      2009 Final Research Report
  • [Journal Article] Empirical Analysis on the Volatility Spillover among Northeast Asian Stock Market with the effect of Bilateral Foreign Exchange Rate Fluctuation2006

    • Author(s)
      Susai, M.
    • Journal Title

      Proceedings of the 18th The Asian Pacific Conference on International Accounting Issues

    • Related Report
      2009 Final Research Report
  • [Journal Article] Tokyo or New York: Which lead Asian Foreign Exchange Market?2006

    • Author(s)
      Susai, M.
    • Journal Title

      Proceedings of the 2nd East Asia Accounting and Finance Conference

    • Related Report
      2009 Final Research Report
  • [Journal Article] 国際産業連関表を用いたvertical specialization shareの拡張2006

    • Author(s)
      藤田渉
    • Journal Title

      経営と経済 85巻2.3号

    • Related Report
      2009 Final Research Report
  • [Journal Article] 金先物市場の日中取引変動と取引時間間隔2006

    • Author(s)
      森保洋
    • Journal Title

      経営と経済 85巻2.3号

    • Related Report
      2009 Final Research Report
  • [Journal Article] 市場に流入する情報と為替レートのボラティリティ2006

    • Author(s)
      須齋 正幸
    • Journal Title

      経営と経済 85巻4.5号

      Pages: 355-381

    • NAID

      110004998201

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Volatility Spillover Structure of Stock and foreing Exchange Rate Market between Korea, Japan and Hong Kong2006

    • Author(s)
      Masayuki Susai
    • Journal Title

      Global Information Technology and Competitive Financial Allinces

      Pages: 162-181

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Empirical Analysis on the Volatility Spillover among Northeast Asian Stock Market with the effect of Bilateral foreign Exchange Rate Fluctuation2006

    • Author(s)
      Masayuki Susai
    • Journal Title

      Proceedings of the 18^<th> The Asian Pacific Conference on International Accounting Issues

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Tokyo or New York : Which lead Asian Foreign Exchange Market?2006

    • Author(s)
      Masayuki Susai
    • Journal Title

      Proceedings of the 2^<nd> East Asia Accounting and Finance Conference

      Pages: 143-181

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 国際産業連関表を用いたvertical specialization shareの拡張2006

    • Author(s)
      藤田 渉
    • Journal Title

      経営と経済 85巻2.3号

      Pages: 122-140

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 金先物市場の日中取引変動と取引時間間隔2006

    • Author(s)
      森保 洋
    • Journal Title

      経営と経済 85巻2.3号

      Pages: 35-48

    • Related Report
      2006 Annual Research Report
  • [Presentation] Multi Foreign Exchange Rate Relations in Turbulent Market : Lessons from Lehman Shock2009

    • Author(s)
      Masayuki Susai
    • Organizer
      5^<th> International Conference on Asian Financial Markets
    • Place of Presentation
      Nagasaki, Japan
    • Year and Date
      2009-12-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] Multi Foreign Exchange Rate Relations in Turbulent Market: Lessons from Lehman Shock2009

    • Author(s)
      Susai, M.
    • Place of Presentation
      Nagasaki, Japan
    • Year and Date
      2009-12-12
    • Related Report
      2009 Final Research Report
  • [Presentation] 中国の貿易政策と現状2009

    • Author(s)
      福澤勝彦, 藤田渉
    • Organizer
      九州経済学会
    • Place of Presentation
      九州国際大学
    • Year and Date
      2009-12-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] Multi Foreign Exchange Rate Relations in Turbulent Market: Lessons from Lehman Shock2009

    • Author(s)
      Susai, M.
    • Place of Presentation
      U.S.A.
    • Year and Date
      2009-11-24
    • Related Report
      2009 Final Research Report
  • [Presentation] Multi Foreign Exchange Rate Relations in Turbulent Market : Lessons from Lehman Shock2009

    • Author(s)
      Masayuki Susai
    • Organizer
      21^<st> ASIAN-PACIFIC CONFERENCE ON IN TERNATIONAL ACCOUNTING ISSUES
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2009-11-24
    • Related Report
      2009 Annual Research Report
  • [Presentation] The Intraday Price Discovery Process Between the Singapore Exchange and Osaka Stock Exchange2009

    • Author(s)
      Hiroshi Moriyasu
    • Organizer
      21^<st> ASIAN-PACIFIC CONFERENCE ON IN TERNATIONAL ACCOUNTING ISSUES
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2009-11-24
    • Related Report
      2009 Annual Research Report
  • [Presentation] Volume or Order Flow? Which contains more information in really traded Yen/Dollar Foreign Exchange Market with new Data Set2009

    • Author(s)
      Susai, M.
    • Organizer
      32nd European Accounting Association Annual Congress
    • Place of Presentation
      Sweden
    • Year and Date
      2009-05-24
    • Related Report
      2009 Final Research Report
  • [Presentation] Volume or Order Flow? Which contains more information in really traded Yen/Dollar Foreign Exchange Market with new Data Set2009

    • Author(s)
      Masayuki Susai
    • Organizer
      32^<nd>European Accounting Association Annual Congress
    • Place of Presentation
      Stockholm, Sweden
    • Year and Date
      2009-05-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate with New Data Set2008

    • Author(s)
      M. Susai
    • Organizer
      4^<th> East-Asian Conference on Finance and Accounting
    • Place of Presentation
      長崎
    • Year and Date
      2008-12-13
    • Related Report
      2008 Annual Research Report
  • [Presentation] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate with New Data Set2008

    • Author(s)
      M. Susai
    • Place of Presentation
      Nagasaki, Japan
    • Year and Date
      2008-12-10
    • Related Report
      2009 Final Research Report
  • [Presentation] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate with New Data Set2008

    • Author(s)
      Susai, M.
    • Organizer
      20th Asian Pacific Conference on International Accounting Issues
    • Place of Presentation
      Paris
    • Year and Date
      2008-11-18
    • Related Report
      2009 Final Research Report
  • [Presentation] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate with New Data Set2008

    • Author(s)
      M. Susai
    • Organizer
      20^<th> Asian Pacific Conference on International Accounting Issues
    • Place of Presentation
      パリ(フランス)
    • Year and Date
      2008-11-12
    • Related Report
      2008 Annual Research Report
  • [Presentation] Volume or Order Flow-This is More Informative in Really Traded Yen/Dollar Foreign Market with New Data Set2008

    • Author(s)
      M. Susai
    • Organizer
      The 20^<th> Asian Pacific Conference on International Accounting Issues(Le Meridien)
    • Place of Presentation
      Montparnasse,Paris, France
    • Year and Date
      2008-11-11
    • Related Report
      2008 Self-evaluation Report
  • [Presentation] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate2008

    • Author(s)
      Susai, M.
    • Organizer
      16th Annual Conference on Pacific Basin Finance, Economics
    • Place of Presentation
      Accounting and Management, Australia
    • Year and Date
      2008-07-05
    • Related Report
      2009 Final Research Report
  • [Presentation] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate2008

    • Author(s)
      M. Susai
    • Organizer
      16^<th> Annual Conference on Pacific Basin Finance, Economics, Accounting and Management
    • Place of Presentation
      ブリスベン(オーストラリア)
    • Year and Date
      2008-07-04
    • Related Report
      2008 Annual Research Report
  • [Presentation] Volume or Order Flow? Which is more Informative in Really Traded Yen/Dollar Foreign Exchange Rate2008

    • Author(s)
      M. Susai
    • Organizer
      16^<th> Annual Conference on Pacific Basin Finance, Economics, Accounting and Management
    • Place of Presentation
      ブリスペン(オーストラリア)
    • Year and Date
      2008-07-04
    • Related Report
      2008 Annual Research Report
  • [Presentation] Some of the Features of Japanese Professional Fund Managers Investment Behavior : Questionnaire-based Analysis2008

    • Author(s)
      M. Susai, H. Moriyasu, M. Hayashikawa
    • Organizer
      European Accounting Association Annual Meeting
    • Place of Presentation
      ロッテルダム(オランダ)
    • Year and Date
      2008-04-25
    • Related Report
      2008 Annual Research Report
  • [Presentation] Some of the Features of Japanese Professional Fund Managers Investment Behavior: Questionnaire-based Analysis2008

    • Author(s)
      M. Susai, H. Morivasu, M. Hayashikawa
    • Organizer
      European Accounting Association Annual Meeting
    • Place of Presentation
      Holland
    • Year and Date
      2008-04-20
    • Related Report
      2009 Final Research Report
  • [Presentation] Japanese Professional Fund Managers' Trading Behavior and Their Risk Attitude:Questionnaire-based Analysis2008

    • Author(s)
      2、これまで二重膜で構成され、頂板発芽孔を持つ褐色球形のシストはこれまでProtoperidinium americanumにしか知られていなかった。大村湾で採取した同様の形態を持つシストは Protoperidinium parthenopis と同定される鎧板配列を持ち、P.americanumと異なっていた。この2種は遊泳細胞の分子系統解析結果でも明瞭に識別された。
    • Organizer
      The Fifth Conference on Banking and Finance and Financial Trend
    • Place of Presentation
      台湾・淡江大学
    • Year and Date
      2008-04-01
    • Related Report
      2007 Annual Research Report
  • [Presentation] Does Introducing Electronic Trading System improve Market Efficiency Evidence from Nikkei 225 Futures in Singapore2008

    • Author(s)
      Masayuki Susai
    • Organizer
      1
    • Place of Presentation
      Heuston
    • Year and Date
      2008-03-06
    • Related Report
      2007 Annual Research Report
  • [Presentation] The Relationship between Consistency of Risk Attitude and Investment Behavior2008

    • Author(s)
      Masayuki Susai
    • Organizer
      South Western Finance Association
    • Place of Presentation
      Heuston
    • Year and Date
      2008-03-06
    • Related Report
      2007 Annual Research Report
  • [Presentation] Is Electronic Trading System Really Matters in the Efficiency of Financial Markets:Empirical Evidence from Nikkei 225 Futures Market in Singapore2007

    • Author(s)
      Masayuki Susai
    • Organizer
      The 3rd East Asia Finance and Accounting Conference
    • Place of Presentation
      長崎大学
    • Year and Date
      2007-12-08
    • Related Report
      2007 Annual Research Report
  • [Presentation] Tokyo or New York Which move Asian Stock Markets2007

    • Author(s)
      今年度は、昨年度に引き続きセディメントトラップを用いて渦鞭毛藻シストを採集し、単細胞PCRによるDNA配列決定を試みた。セディメントトラップ試料は長崎県大村湾で定期的(1定点、月2回ずつ)に採集した、遺伝子解析には、遊泳細胞で単細胞からの塩基配列の増幅・決定についての実績があり、また、渦鞭毛藻では比較的多くの種の配列が決定・公開され、比較が容易なSSUrDNA、更にLSU r DNAを用いた。その結果、
    • Organizer
      1
    • Place of Presentation
      Malaysia
    • Year and Date
      2007-11-13
    • Related Report
      2007 Annual Research Report
  • [Presentation] The Impact of Electronic Trading System on Market Efficiency:An Analysis of Nikkei 225 Futures Market in Singapore2007

    • Author(s)
      Masayuki Susai
    • Organizer
      Asian Paciffc Association on International Accounting Issues
    • Place of Presentation
      Malaysia
    • Year and Date
      2007-11-12
    • Related Report
      2007 Annual Research Report
  • [Presentation] The Impact of Electronic Trading Systems on Market Efficiency : An Analysis of the Nikkei 225 Futures Market in Singapore2007

    • Author(s)
      M.Susai, H. Moriyasu
    • Organizer
      The 15^<th> annual Conference on Pacific Basin Finance, Economics, Accounting and Management, The 15^<th> annual Conference on Pacific Basin Finance, Economics, Accounting and Management
    • Place of Presentation
      Viet Nam
    • Related Report
      2008 Self-evaluation Report
  • [Presentation] Tokyo or New York: Which lead Asian Foreign Exchange Market?2006

    • Author(s)
      Susai, M.
    • Organizer
      2nd East Asia Accounting and Finance Conference
    • Place of Presentation
      Nagasaki
    • Year and Date
      2006-12-10
    • Related Report
      2009 Final Research Report
  • [Presentation] Empirical Analysis on the Volatility Spillover among Northeast Asian Stock Market with the effect of Bilateral Foreign Exchange Rate Fluctuation2006

    • Author(s)
      Susai, M.
    • Organizer
      18th The Asian Pacific Conference on International Accounting Issues
    • Place of Presentation
      Hawaii, USA
    • Year and Date
      2006-10-15
    • Related Report
      2009 Final Research Report
  • [Presentation] Empirical Analysis on the Volatility Spillover among Northeast Asian Stock Market with the effect of Bilateral Foreign Exchange Rate Fluctuation2006

    • Author(s)
      M. Susai
    • Organizer
      The 18^<th> The Asian Pacific Conference on International Accounting Issues
    • Place of Presentation
      Hawaii
    • Related Report
      2008 Self-evaluation Report
  • [Book] 中国の輸出政策と状2009

    • Author(s)
      藤田渉, 福澤勝彦
    • Publisher
      長崎大学東南アジア研究所
    • Related Report
      2009 Final Research Report
  • [Book] 中国の輸出政策と現状2009

    • Author(s)
      藤田渉, 福澤勝彦
    • Total Pages
      100
    • Publisher
      長崎大学東南アジア研究所
    • Related Report
      2009 Annual Research Report
  • [Book] 中国の輸出政策と現状2009

    • Author(s)
      藤田 渉 福澤勝彦
    • Total Pages
      100
    • Publisher
      長崎大学経済学部東南アジア研究所
    • Related Report
      2008 Annual Research Report
  • [Book] Empirical Study on Asian Financial Markets2008

    • Author(s)
      M. Susai, H. Okada
    • Publisher
      Kyushu University Press
    • Related Report
      2009 Final Research Report
  • [Book] Empirical Study on Asian Financial Markets2008

    • Author(s)
      M Susai and H. Okada (eds.)
    • Publisher
      Kyusyu University Press
    • Related Report
      2008 Self-evaluation Report
  • [Book] Empirical study on Asian Financial Markets2008

    • Author(s)
      M. Susai, H. Okada (Eds. )
    • Total Pages
      250
    • Publisher
      Kyushu University Press
    • Related Report
      2008 Annual Research Report
  • [Book] Empirical Study on Asian Financial Markets2008

    • Author(s)
      須齋 正幸
    • Total Pages
      151
    • Publisher
      九州大学出版会
    • Related Report
      2007 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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