• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Application of estimating function estimator to optimal portfolio and other models

Research Project

Project/Area Number 22700296
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Statistical science
Research InstitutionWakayama University (2011-2013)
Waseda University (2010)

Principal Investigator

AMANO Tomoyuki  和歌山大学, 経済学部, 准教授 (40514451)

Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords推定関数推定量 / 条件付最小2乗推定量 / 漸近有効 / LAN / 最適ポートフォリオ / CHARNモデル / 非線形時系列モデル / 多次元時系列モデル / 漸近正規性 / 漸近最適性 / 時系列解析
Research Abstract

An estimating function estimator was founded by Godambe and Hansen and it has been applied to various statistical models. In this research, we mainly showed the following results about this estimator.
(1)We applied the estimating function estimator to optimal portfolio estimation and derived its asymptotic normality.
(2)We applied the estimating function estimator to CHARN model, which is very general model, and showed the estimating function estimator is better than the conditional least squares estimator in the sense of efficiency, and derived the condition that the estimating function estimator becomes asymptotically efficient.

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

    (31 results)

All 2013 2012 2011 2010

All Journal Article (12 results) (of which Peer Reviewed: 10 results) Presentation (19 results) (of which Invited: 3 results)

  • [Journal Article] Asymptotic Optimality of Estimating Function Estimator for CHARN Model2012

    • Author(s)
      Tomoyuki Amano
    • Journal Title

      Advances in Decision Sciences

      Volume: Vol.2012

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Portmanteau Test2012

    • Author(s)
      Tomoyuki Amano
    • Journal Title

      The Wakayama Economic Review

      Volume: Vol.367 Pages: 19-32

    • NAID

      110009456117

    • Related Report
      2013 Final Research Report
  • [Journal Article] Analysis of CL and Estimating Function Estimators for Financial Time Series Models2012

    • Author(s)
      Tomoyuki Amano
    • Journal Title

      Advances in science, technology and environmentology

      Volume: Vol.B8 Pages: 57-65

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimal portfolios with end-of-period target2012

    • Author(s)
      Hiroshi Shiraishi, Hiroaki Ogata, Tomoyuki Amano, Valentin Patilea, David Veredas, Masanobu Taniguchi
    • Journal Title

      Advances in Decision Sciences

      Volume: Vol.2012

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Estimation for CAPM with Long-Memory Dependence2012

    • Author(s)
      Tomoyuki Amano, Tsuyoshi Kato, Masanobu Taniguchi
    • Journal Title

      Advances in Decision Sciences

      Volume: Vol.2012

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Estimation for CAPM with Long-Memory Dependence.2012

    • Author(s)
      Amano T, Kato T, Taniguchi M
    • Journal Title

      Advances in Decision Sciences

      Volume: Volume 2012 Pages: 1-12

    • DOI

      10.1155/2012/571034

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal Portfolios with End-of-Period Target2012

    • Author(s)
      Hiroshi Shiraishi
    • Journal Title

      Advances in Decision Sciences

      Volume: Volume 2012 Pages: 1-13

    • DOI

      10.1155/2012/703465

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic Optimality of Estimating Function Estimator for CHARN Model.2012

    • Author(s)
      Amano T.
    • Journal Title

      Advances in Decision Sciences

      Volume: Volume 2012 Pages: 1-11

    • DOI

      10.1155/2012/515494

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of CL and Estimating Function Estimators for Financial Time Series Models.2012

    • Author(s)
      Amano T.
    • Journal Title

      Advances in science, technology and environmentology

      Volume: B8 Pages: 57-65

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Portmanteau Test.2012

    • Author(s)
      Amano T.
    • Journal Title

      The Wakayama Economic Review

      Volume: 367 Pages: 19-32

    • NAID

      110009456117

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Control variate method for stationary processes2011

    • Author(s)
      Tomoyuki Amano, Masanobu Taniguchi
    • Journal Title

      Journal of Econometrics

      Volume: Vol.165, No.1 Pages: 20-29

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Local Whittle LIkelihood Estimators and Tests for non-Gaussian Linear Processes2010

    • Author(s)
      Tomohito Naito, Kohei Asai, Tomoyuki Amano, Masanobu Taniguchi
    • Journal Title

      Statistical Inference for Stochastic Processes

      Volume: Vol.13, No.3 Pages: 163-174

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] Statistical estimation for CAPM with long-memory dependence2013

    • Author(s)
      天野 友之, 加藤 敢, 谷口 正信
    • Organizer
      CFE2013
    • Place of Presentation
      University of London (UK)
    • Year and Date
      2013-12-14
    • Related Report
      2013 Final Research Report
  • [Presentation] Control variate method for stationary processes2013

    • Author(s)
      天野 友之, 谷口 正信
    • Organizer
      Time Series Forum in Lake Kawaguchi
    • Place of Presentation
      河口湖
    • Year and Date
      2013-03-25
    • Related Report
      2013 Final Research Report
  • [Presentation] Statistical estimation for CAPM with long-memory dependence2013

    • Author(s)
      Amano, T., Kato, T., Taniguchi, M.
    • Organizer
      CFE2013
    • Place of Presentation
      University of London, UK
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Control variate method for stationary processes2013

    • Author(s)
      天野友之(代表者)
    • Organizer
      Time Series Forum in Lake Kawaguchi
    • Place of Presentation
      足和田ホテル(山梨県南都留郡)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Analysis of CL and estimating function estimators for financial time series models2012

    • Author(s)
      天野 友之
    • Organizer
      早稲田大学理工学研究所プロジェクト研究「金融数理および年金数理研究」セミナー
    • Place of Presentation
      早稲田大学
    • Year and Date
      2012-10-30
    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Presentation] Analysis of CL and Estimating Function Estimators for Financial Time Series Models2012

    • Author(s)
      天野 友之
    • Organizer
      統計科学における深化と横断的展開
    • Place of Presentation
      松江テルサ
    • Year and Date
      2012-10-24
    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Presentation] Estimating function estimator for financial time series models2012

    • Author(s)
      天野 友之
    • Organizer
      Waseda Statistical Symposium on Time Series and Related Topics---A Satellite Meeting of IMS-APRM 2012---
    • Place of Presentation
      早稲田大学
    • Year and Date
      2012-07-07
    • Related Report
      2013 Final Research Report
  • [Presentation] Control Variate Method for Stationary Processes2012

    • Author(s)
      天野 友之, 谷口 正信
    • Organizer
      逢甲大學統計系專題演講
    • Place of Presentation
      Feng Chia University (Taiwan)
    • Year and Date
      2012-05-04
    • Related Report
      2013 Final Research Report
  • [Presentation] Estimating function estimator for financial time series models2012

    • Author(s)
      天野 友之
    • Organizer
      The 2012 Taipei International Statistics Workshop
    • Place of Presentation
      National Taiwan University (Taiwan)
    • Year and Date
      2012-05-01
    • Related Report
      2013 Final Research Report
  • [Presentation] Statistical estimation for CAPM with long-memory dependence2012

    • Author(s)
      加藤 敢, 天野 友之, 谷口 正信
    • Organizer
      Statistics for Biomedical & Social Mathematical Sciences
    • Place of Presentation
      早稲田大学
    • Year and Date
      2012-03-01
    • Related Report
      2013 Final Research Report
  • [Presentation] Estimating function estimator for financial time series models2012

    • Author(s)
      天野友之(代表者)
    • Organizer
      Waseda Statistical Symposium on Time Series and Related Topics
    • Place of Presentation
      早稲田大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Control Variate Method for Stationary Processes2012

    • Author(s)
      天野友之(代表者)
    • Organizer
      逢甲大學統計系專題演講
    • Place of Presentation
      Feng Chia University
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Estimating function estimator for financial time series models2012

    • Author(s)
      天野友之(代表者)
    • Organizer
      The 2012 Taipei International Statistics Workshop
    • Place of Presentation
      National Taiwan University
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Empirical likelihood approach to discriminant analysis for stationary processes2011

    • Author(s)
      天野 友之
    • Organizer
      Theory and Applications for Empirical Likelihood and Discriminant and Cluster Analysis
    • Place of Presentation
      和歌山ビッグ愛
    • Year and Date
      2011-12-02
    • Related Report
      2013 Final Research Report
  • [Presentation] Statistical estimation for CAPM with long-memory dependence2011

    • Author(s)
      加藤 敢, 天野 友之, 谷口 正信
    • Organizer
      日本数学会2011年度秋季総合分科会
    • Place of Presentation
      信州大学
    • Year and Date
      2011-09-30
    • Related Report
      2013 Final Research Report
  • [Presentation] Asymptotic efficiency of estimating function estimators for nonlinear time series models2011

    • Author(s)
      天野 友之
    • Organizer
      逢甲大學統計學系學術專題演講
    • Place of Presentation
      Feng Chia University (Taiwan)
    • Year and Date
      2011-03-17
    • Related Report
      2013 Final Research Report
  • [Presentation] Empirical likelihood approach to discriminant analysis for stationary processes2011

    • Author(s)
      天野 友之
    • Organizer
      2011 Workshop on Time Series Analysis and Applications
    • Place of Presentation
      National Taiwan University (Taiwan)
    • Year and Date
      2011-03-16
    • Related Report
      2013 Final Research Report
  • [Presentation] Empirical likelihood approach to discriminant analysis for stationary processes2011

    • Author(s)
      天野 友之
    • Organizer
      Atami-Seminar
    • Place of Presentation
      熱海
    • Year and Date
      2011-03-03
    • Related Report
      2013 Final Research Report
  • [Presentation] Asymptotics of estimation procedures for optimal portfolio2010

    • Author(s)
      天野 友之, 白石 博, 谷口 正信
    • Organizer
      日本数学会2010年度秋季総合分科会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2010-09-25
    • Related Report
      2013 Final Research Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi