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Statistical inference of economic time series analysis and its applications

Research Project

Project/Area Number 22730180
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Economic statistics
Research InstitutionKyushu University

Principal Investigator

TAKIMOTO Taro  九州大学, 経済学研究科(研究院), 准教授 (70403996)

Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords時系列分析 / 因果性 / 偏因果性 / 時系列モデル
Research Abstract

The research project provides a computationally feasible approach to estimate and test causal measures among time series data in the presence of the third series and examines the finite sample performance of the test statistics for causal measures. Furthermore, it proposes two kinds of test statistics, which depend on the setting of the null hypothesis. By using Monte Carlo simulation, under the condition that the data generated process includes the third series, when we estimate the model without the third series, the estimated causal measures would be different from the true causal measures.

Report

(5 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (23 results)

All 2013 2012 2011 Other

All Journal Article (9 results) (of which Peer Reviewed: 4 results) Presentation (14 results)

  • [Journal Article] Partial measures of time-series interdependence2013

    • Author(s)
      Hosoya, Y. and Takimoto, T
    • Journal Title

      Faculty of Economics Kyushu UniversityDiscussion Paper

      Pages: 1-31

    • NAID

      40019891144

    • URL

      http://catalog.lib.kyushu-u.ac.jp/ja/recordID/1397625?hit=-1&caller=xc-search

    • Related Report
      2013 Final Research Report
  • [Journal Article] 国・都道府県レベルにおける歳入・歳出構造について2013

    • Author(s)
      瀧本太郎・坂本直樹
    • Journal Title

      応用経済学研究

      Volume: 6 Pages: 134-148

    • NAID

      40018971023

    • URL

      http://mweb.healthcare-m.ac.jp/jaae/document/sae_vol6.pdf

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Patrial measures of time-series interdependence2013

    • Author(s)
      Hosoya, Y. and Takimoto, T.
    • Journal Title

      Faculty of Economics Kyushu University Discussion Paper

      Volume: No.2013-9 Pages: 1-31

    • Related Report
      2013 Annual Research Report
  • [Journal Article] 国・都道府県レベルにおける歳入・歳出構造について2013

    • Author(s)
      瀧本太郎
    • Journal Title

      Studies in Applied Economics (応用経済学研究)

      Volume: 6 Pages: 134-148

    • NAID

      40018971023

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Measuring the partial causality in the frequency domain2012

    • Author(s)
      Hosoya, Y. and Takimoto, T.
    • Journal Title

      Faculty of Economics Kyushu University Discussion Paper

      Pages: 1-27

    • NAID

      40019546951

    • URL

      http://catalog.lib.kyushu-u.ac.jp/recordID/25574

    • Related Report
      2013 Final Research Report
  • [Journal Article] Measuring the partial causality in the frequency domain2012

    • Author(s)
      Yuzo Hosoya
    • Journal Title

      Faculty of Economics Kyushu University Discussion Paper

      Volume: No. 2012-4 Pages: 1-27

    • Related Report
      2012 Annual Research Report
  • [Journal Article] 構造変化と非線形性を考慮したモデルによるわが国の歳入と歳出の因果性分析2011

    • Author(s)
      瀧本太郎・坂本直樹
    • Journal Title

      経済学研究

      Volume: 78 Pages: 111-138

    • NAID

      40019170442

    • URL

      http://catalog.lib.kyushu-u.ac.jp/ja/recordID/20497?hit=-1&caller=xc-search

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 国・都道府県レベルにおける歳入・歳出構造について2011

    • Author(s)
      瀧本太郎・坂本直樹
    • Journal Title

      Faculty of Economics Kyushu University Discussion Paper

      Volume: No.2011-7

    • NAID

      40018971023

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 構造変化と非線形性を考慮したモデルによるわが国の歳入と歳出の因果性分析2011

    • Author(s)
      瀧本太郎・坂本直樹
    • Journal Title

      経済学研究,九州大学経済学会

      Volume: 78 Pages: 111-138

    • NAID

      40019170442

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] Partial measures of time-series interdependence2013

    • Author(s)
      Hosoya, Y. and Takimoto, T.
    • Organizer
      「大規模で非定常な時系列・時空間データのモデル化とその推定・検定・予測法の研究」に関する国際シンポジウム
    • Place of Presentation
      東北大学
    • Year and Date
      2013-12-05
    • Related Report
      2013 Final Research Report
  • [Presentation] Asymmetries in theJapan's revenue-expenditure nexus2013

    • Author(s)
      瀧本太郎・坂本直樹
    • Organizer
      日本経済学会
    • Place of Presentation
      神奈川大学
    • Year and Date
      2013-09-15
    • Related Report
      2013 Final Research Report
  • [Presentation] Asymmetries in the Japan's revenue-expenditure nexus2013

    • Author(s)
      Takimoto, T. and Sakamoto, N.
    • Organizer
      SingaporeEconomic Review Conference 2013
    • Place of Presentation
      Mandarin Orchard Singapore, Singapore
    • Year and Date
      2013-08-07
    • Related Report
      2013 Final Research Report
  • [Presentation] Asymmetries in the Japan's revenue-expenditure nexus2013

    • Author(s)
      Taro Takimoto
    • Organizer
      Singapore Economic Review Conference
    • Place of Presentation
      Mandarin Orchard Singapore
    • Related Report
      2012 Annual Research Report
  • [Presentation] Inferenceon partial causality in the frequency domain2012

    • Author(s)
      Hosoya, Y. and Takimoto, T.
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      北海道大学
    • Year and Date
      2012-09-12
    • Related Report
      2013 Final Research Report
  • [Presentation] Inferenceon partial causality in the frequency domain2012

    • Author(s)
      Hosoya, Y. and Takimoto, T.
    • Organizer
      日本応用経済学会
    • Place of Presentation
      福岡大学
    • Year and Date
      2012-06-09
    • Related Report
      2013 Final Research Report
  • [Presentation] Inference on partial causality in the frequency domain2012

    • Author(s)
      Taro Takimoto
    • Organizer
      日本応用経済学会
    • Place of Presentation
      福岡大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Inference on partial causality in the frequency domain2012

    • Author(s)
      Taro Takimoto
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 国・都道府県レベルにおける歳入・歳出構造について : 構造変化と非線形性を考慮したモデルによる再検証2011

    • Author(s)
      瀧本太郎・坂本直樹
    • Organizer
      日本経済学会
    • Place of Presentation
      筑波大学
    • Year and Date
      2011-10-29
    • Related Report
      2013 Final Research Report
  • [Presentation] 国・都道府県レベルにおける歳入・歳出構造について:構造変化と非線形性を考慮したモデルによる再検証2011

    • Author(s)
      瀧本太郎・坂本直樹
    • Organizer
      日本応用経済学会
    • Place of Presentation
      筑波大学
    • Year and Date
      2011-10-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] 国・都道府県レベルにおける歳入・歳出構造について2011

    • Author(s)
      瀧本太郎・坂本直樹
    • Organizer
      日本応用経済学会
    • Place of Presentation
      中京大学
    • Year and Date
      2011-06-01
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Presentation] Asymmetries in the Japan's revenue-expenditure nexus

    • Author(s)
      Takimoto, T. and Sakamoto, N.
    • Organizer
      Singapore Economic Review Conference 2013
    • Place of Presentation
      Mandarin Orchard Hotel, Singapore, Singapore
    • Related Report
      2013 Annual Research Report
  • [Presentation] Asymmetries in the Japan's revenue-expenditure nexus

    • Author(s)
      瀧本太郎 坂本直樹
    • Organizer
      日本経済学会
    • Place of Presentation
      神奈川大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Partial measures of time-series interdependence

    • Author(s)
      Hosoya, Y. and Takimoto, T.
    • Organizer
      基盤研究(B)「大規模で非定常な時系列・時空間データのモデル化とその推定・検定・予測法の研究」による国際シンポジウム
    • Place of Presentation
      東北大学
    • Related Report
      2013 Annual Research Report

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

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