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Research on the surveillance and risk estimation of bubble in the emission-trading market growing rapidly

Research Project

Project/Area Number 22510158
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionTokyo University of Information Sciences

Principal Investigator

YAMASAKI Kazuko  東京情報大学, 総合情報学部, 教授 (70265510)

Co-Investigator(Kenkyū-buntansha) SAKURAI Naoko  東京情報大学, 総合情報学部, 教授 (50196127)
YOSHIZAWA Kousuke  東京情報大学, 総合情報学部, 准教授 (50296216)
FUJIWARA Takeshi  東京情報大学, 総合情報学部, 准教授 (60348456)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords排出権取引 / 市場 / 複雑ネットワーク / エネルギー市場 / リスク管理 / 投機市場 / 排出権取引市場 / 炭素排出権取引 / バブル
Research Abstract

The purpose of this research is to perform the surveillance of bubble and estimation of a risk which will be expected in the future CO2 emission-trading market correlated with speculative markets, by clarifying correlation structure between the CO2 emission-trading prices and factors, such as stock prices, money exchange rates, prices of electric power, prices of fossil energy, business, and the weather. Therefore, the following researches were done. From the strength of correlation of each factor time series, a distance was defined, the minimum spanning tree was made, and the correlation structure between these factors was expressed as a network. Next, the size of the time lag was investigated from correlation with the time lag between each factor time series. As a result, it discovered that emission-trading prices had a time lag of about 90 days, and crude oil prices had a time lag of about 30 days, from stock prices. This study was published in Physical Review E (Impact Factor: 2.255). Furthermore, it is carrying out by continuing research of the risk estimation of emission-trading prices using this result. Moreover, various natural disasters occurred during this research. The flood which occurred in Thailand destroyed the computer-related industries, the Great East Japan Earthquake destroyed the automobile-related industries, and the influence spread all over the world. It is thought that the chain of such a crisis is concerned deeply with the bubble. We thought that catching these phenomena from the direction of CO2 emissions contributes to the purpose achievement of this research. So network structure which shows how the CO2 emissions for every industrial classification in Asian countries influence each other was clarified using the Asia international input-output table and Embodied Energy and Emission Intensity Data. The result was presented in International Conference on Business Management& Information System (ICBMIS), and Best Paper Award was granted.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (20 results)

All 2013 2012

All Journal Article (11 results) (of which Peer Reviewed: 11 results) Presentation (9 results)

  • [Journal Article]2013

    • Author(s)
      Zeyu Zheng, Kazuko Yamasaki, Joel N.Tenenbaum, and H. Eugene
    • Journal Title

      Stanley Physical Review E

      Volume: 87巻 Issue: 1

    • DOI

      10.1103/physreve.87.012814

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article]2013

    • Author(s)
      Kazuko Yamasaki, Takeshi Fujiwara, Kousuke, Yoshizawa, Shuhei Miyake, Zeyu Zheng, Xiang, Gao, Naoko Sakurai
    • Journal Title

      Proceedings of 18th International Symposium on Artificial Life and Robotics

      Pages: 334-337

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article]2013

    • Author(s)
      Zeyu Zheng, Kazuko yamasaki,Jun Yang
    • Journal Title

      Proceedings of 18th International Symposium on Artificial Life and Robotics

      Pages: 324-324

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] The Complex Network Study of Money and CO2 Emission Flows between Industrial Sectors in Asian Countries using Input-Output Table2013

    • Author(s)
      Kazuko Yamasaki, Takeshi Fujiwara, Kousuke Yoshizawa, Shuhei Miyake, Zeyu Zheng, Xiang Gao, Naoko Sakurai
    • Journal Title

      Proceedings of 18th International Symposium on Artificial Life and Robotics

      Volume: 1 Pages: 334-337

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Analysis for Price Changes of Carbon European Union Allowances2013

    • Author(s)
      Zeyu Zheng, Kazuko yamasaki,Jun Yang
    • Journal Title

      Proceedings of 18th International Symposium on Artificial Life and Robotics

      Volume: 1 Pages: 324-324

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article]2012

    • Author(s)
      Kazuko.Yamasaki, Takeshi.Fujiwara, Kousuke.Yoshizawa, Shuhei.Miyake, Zeyu Zheng, Xiang Gao, Naoko.Sakurai
    • Journal Title

      Proceedings of International Conference on Business Management &Information System

      Pages: 213-219

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article]2012

    • Author(s)
      X.Gao, T.Fujiwara, N.Sakurai, K.Yoshizawa, S.Miyake, Z.Zheng, K.Yamasaki
    • Journal Title

      Proceedings of 17th International Symposium on Artificial Life and Robotics

      Pages: 346-349

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article]2012

    • Author(s)
      Zeyu Zheng, Naoko Sakurai, Takeshi Fujiwara, Kousuke Yoshizawa, Kazuko Yamasaki
    • Journal Title

      Proceedings of 17th International Symposium on Artificial Life and Robotics

      Pages: 350-353

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] The Complex Network Study of Money and CO2 Emission Flows between Industrial Sectors in Asian Countries using Input-Output Table2012

    • Author(s)
      K.Yamasaki, T.Fujiwara, K.Yoshizawa, S.Miyake, Zeyu Zheng, Xiang Gao, N.Sakurai
    • Journal Title

      Proceedings of International Conference on Business Management & Information System

      Volume: 1 Pages: 213-219

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Network Analysis of Ecologocal Footprint & CO2 Emission based on Input-Output Table for East Asia2012

    • Author(s)
      X.Gao, T.Fujiwara, N.Sakurai, K.Yoshizawa, S.Miyake, Z.Zheng, K.Yamasaki
    • Journal Title

      Proceedings of 17^<th> International Symposium on Artificial Life and Robotics(AROB)

      Pages: 346-349

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The fluctuation in Carbon emission trading Market2012

    • Author(s)
      Zeyu Zheng, Naoko Sakurai, Takeshi Fujiwara, Kousuke Yoshizawa, Kazuko Yamasaki
    • Journal Title

      Proceedings of 17th International Symposium on Artificial Life and Robotics(AROB)

      Pages: 350-353

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] 経済物理学とその周辺2013

    • Author(s)
      山崎和子
    • Organizer
      統数研共同研究集会
    • Place of Presentation
      統計数理研究所
    • Related Report
      2012 Final Research Report
  • [Presentation]2013

    • Author(s)
      Kazuko Yamasaki
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Daejeon, Korea
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation]2013

    • Author(s)
      Zeyu Zheng, Kazuko Yamasaki
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Daejeon, Korea
    • Related Report
      2012 Final Research Report
  • [Presentation] Carbon-dioxide emissions trading and hierarchical structure in worldwide finance and commodities markets2013

    • Author(s)
      Kazuko Yamasaki
    • Organizer
      統数研共同研究集会「経済物理学とその周辺」
    • Place of Presentation
      統計数理研究所
    • Related Report
      2012 Annual Research Report
  • [Presentation] Statistical Analysis for Price Changes of Carbon European Union Allowances2013

    • Author(s)
      Zeyu Zheng
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Daejeon, Korea
    • Related Report
      2012 Annual Research Report
  • [Presentation]2012

    • Author(s)
      Kazuko Yamasaki
    • Organizer
      International Conference on Business Management & Information System(ICBMIS)
    • Place of Presentation
      Singapore Management University
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation]2012

    • Author(s)
      Kazuko Yamasaki
    • Organizer
      The Inaugural Conference on Human Development in Asia (PRESCO)
    • Place of Presentation
      Hiroshima, Japan
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation]2012

    • Author(s)
      X. Gao, K.Yamasaki
    • Organizer
      Proceedings of 17th International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu,Japan
    • Related Report
      2012 Final Research Report
  • [Presentation]2012

    • Author(s)
      Zeyu Zheng, Naoko Sakurai, Takeshi Fujiwara, Kousuke Yoshizawa, Kazuko Yamasaki
    • Organizer
      Proceedings of 17th International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu,Japan
    • Related Report
      2012 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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