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Decomposition of asset returns in financial markets

Research Project

Project/Area Number 16K17103
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Economic statistics
Research InstitutionTokyo Keizai University (2017-2018)
Osaka University (2016)

Principal Investigator

KINOSHITA RYO  東京経済大学, 経営学部, 講師 (10732323)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2017: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2016: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords計量ファイナンス / 計量経済学 / リスクプレミアム / 時系列分析 / ファイナンス / 経済統計学 / 実証ファイナンス
Outline of Final Research Achievements

Asset prices reflect expectations of returns and risk preference of investors. The purpose of this paper is to extract risk factors from financial and economic data. With dynamic models of economics and time series analysis, risk premiums of factors and corresponding parameters of utility functions are estimated. Some procedures for statistical inference are proposed for these model and applied to empirical analysis. The causality measure which are well known concept in the time series analysis is estimated to examine the relationship between dividends and stock prices. Also, a model for risk premiums are estimated by combining the usual cross-sectional analysis , time series analysis and a dynamic economic model.

Academic Significance and Societal Importance of the Research Achievements

資産価格には、投資家が持つ収益への期待やリスク選好が反映される。資産価格と経済変数のデータから、期待やリスク選好に関わる要因を抽出することができれば、企業や投資家の意思決定及び経済理論のモデリングに役立つと考えられる。これらを明らかにするためには、資産価格の変動、将来の経済状況や企業の業績に関する定量的な分析が必要である。本研究では、統計分析と資産価格理論の両方の観点から、実証分析に取り組んだ。また、資産価格理論と整合的な実証結果を得ることができない場合の原因の調査の一つとして、推定量の統計的性質の検証を行った。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (7 results)

All 2019 2018 2016

All Journal Article (1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results) Book (1 results)

  • [Journal Article] リスクプレミアムの2段階推定におけるバイアスの修正方法の比較2019

    • Author(s)
      木下 亮
    • Journal Title

      東京経大学会誌(経営学)

      Volume: 302 Pages: 65-75

    • NAID

      120006556739

    • Related Report
      2018 Annual Research Report
  • [Presentation] Intertemporal CAPM and horizon-specific risk prices in the Japanese stock markets2019

    • Author(s)
      木下 亮
    • Organizer
      関西計量経済学研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Intertemporal CAPM and horizon-specific risk prices in the Japanese stock markets2018

    • Author(s)
      木下 亮
    • Organizer
      統計関連学会連合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Long-run risk prices in the Japanese stock market2018

    • Author(s)
      木下 亮
    • Organizer
      釧路公立大学研究集会「ファイナンス・経済統計の諸問題」
    • Related Report
      2017 Research-status Report
  • [Presentation] 高次VARモデルを用いた周波数別のグレンジャー因果性検定2016

    • Author(s)
      木下亮、大屋幸輔、新谷元嗣
    • Organizer
      2016年度 統計関連学会連合大会
    • Place of Presentation
      金沢大学 (石川県)
    • Related Report
      2016 Research-status Report
  • [Presentation] Simulation Study of Causality Change with Infinite Order Vector Autoregressive Processes2016

    • Author(s)
      Ryo Kinoshita. Kosuke Oya, Mototsugu Shintani
    • Organizer
      2016 International Conference for JSCS 30th Anniversary
    • Place of Presentation
      Seattle Central Library (アメリカ)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Book] Characterizing Interdependencies of Multiple Time Series2018

    • Author(s)
      Hosoya,Y., Oya, K.,Takimoto, T., Kinoshita, R.
    • Total Pages
      133
    • Publisher
      Springer
    • ISBN
      9789811064364
    • Related Report
      2017 Research-status Report

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Published: 2016-04-21   Modified: 2020-03-30  

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