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Development of semiparmetric trajectory analysis and software fore developmental data analysis

Research Project

Project/Area Number 22830085
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Educational psychology
Research InstitutionSenshu University

Principal Investigator

OKADA Kensuke  専修大学, 人間科学部, 講師 (20583793)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,938,000 (Direct Cost: ¥2,260,000、Indirect Cost: ¥678,000)
Fiscal Year 2011: ¥1,482,000 (Direct Cost: ¥1,140,000、Indirect Cost: ¥342,000)
Fiscal Year 2010: ¥1,456,000 (Direct Cost: ¥1,120,000、Indirect Cost: ¥336,000)
Keywordsセミパラメリックモデル / 信頼性 / 発達データ / 発達心理学 / 軌跡分析 / 階層モデル / ベイズ推定 / 多次元尺度構成法
Research Abstract

There have been many large-scale longitudinal studies of human development recently. Trajectory analysis is one of the most frequently used statistical technique in the analysis of longitudinal data in developmental psychology. In this study, extensions of trajectory analysis is proposed to statistically deal with hierarchical, latent, and asymmetric structure within such longitudinal dataset. Software programs implementing the proposed approach has also been developed and released.

Report

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

    (21 results)

All 2012 2011 2010 Other

All Journal Article (8 results) (of which Peer Reviewed: 6 results) Presentation (11 results) Book (1 results) Remarks (1 results)

  • [Journal Article] A Bayesian approach to asymmetric multidimensional scaling2012

    • Author(s)
      岡田謙介
    • Journal Title

      Behaviormetrika

      Volume: 39巻 Pages: 1-14

    • NAID

      10030119156

    • URL

      https://www.jstage.jst.go.jp/article/bhmk/39/1/39_49/_article

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Bayesian approach to asymmetric multidimensional scaling2012

    • Author(s)
      Okada, K.
    • Journal Title

      Behaviormetrika

      Volume: 39 Pages: 1-14

    • NAID

      10030119156

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Simplification and shift in cognition of political difference : Applying the geometric modeling to the analysis of semantic similarity judgment2011

    • Author(s)
      Kato, J. & Okada, K.
    • Journal Title

      PLoS One

      Volume: 6 Issue: 6 Pages: e20693-e20693

    • DOI

      10.1371/journal.pone.0020693

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] クロンバックのαとは何だったのか:信頼性係数のレビューと実データ分析2011

    • Author(s)
      岡田謙介
    • Journal Title

      専修人間科学論集心理学篇

      Volume: 1巻 Pages: 91-98

    • Related Report
      2011 Final Research Report
  • [Journal Article] Bayesian nonmetric successive categories multidimensional scaling2011

    • Author(s)
      Okada, K. & Mayekawa, S.
    • Journal Title

      Behaviormetrika

      Volume: Vol.38 Pages: 17-31

    • NAID

      10028089335

    • URL

      https://www.jstage.jst.go.jp/article/bhmk/38/1/38_1_17/_article

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] クロンバックのαに代わる信頼性の推定法について2011

    • Author(s)
      岡田謙介
    • Journal Title

      日本テスト学会誌

      Volume: 7巻 Pages: 37-50

    • URL

      http://www.jartest.jp/book7-1.html

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] クロンバックのαとは何だったのか:信頼性係数のレビューと実データ分析2011

    • Author(s)
      岡田謙介
    • Journal Title

      専修人間科学論集 心理学篇

      Volume: 1巻 Pages: 91-98

    • Related Report
      2010 Annual Research Report
  • [Journal Article] クロンバックのαに代わる信頼性の推定法について

    • Author(s)
      岡田謙介
    • Journal Title

      日本テスト学会誌

      Volume: (印刷中)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Bayesian analysis of asymmetry by the slide-vector model2012

    • Author(s)
      Okada, K.
    • Organizer
      4th Japanese-German Symposium on Classification
    • Place of Presentation
      Doshisha University
    • Year and Date
      2012-03-10
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Bayesian inequality constrained multidimensional scaling2011

    • Author(s)
      Okada, K.
    • Organizer
      4th International Conference of the ERCIM WG on Computing and Statistics
    • Place of Presentation
      University of London
    • Year and Date
      2011-12-19
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 発達・老化の縦断データ解析のための混合軌跡モデリング2011

    • Author(s)
      岡田謙介
    • Organizer
      日本心理学会第75回大会
    • Place of Presentation
      日本大学
    • Year and Date
      2011-09-17
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] ベイズ推定による非対称MDS2011

    • Author(s)
      岡田謙介
    • Organizer
      日本行動計量学会第39回大会
    • Place of Presentation
      岡山理科大学
    • Year and Date
      2011-09-14
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 因子分析モデルのaveragingによる信頼性推定2011

    • Author(s)
      岡田謙介
    • Organizer
      2011年度統計関連学会連合大会
    • Place of Presentation
      九州大学
    • Year and Date
      2011-09-05
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] A Bayesian approach to a symmetric multidimensional scaling2011

    • Author(s)
      Okada, K.
    • Organizer
      58th World Statistics Congress of the International Statistical Institute
    • Place of Presentation
      Dublin Convention Centre
    • Year and Date
      2011-08-22
    • Related Report
      2011 Final Research Report
  • [Presentation] A Bayesian Approach to Asymmetric Multidimensional Scaling2011

    • Author(s)
      Okada, K.
    • Organizer
      58th World Statistics Congress of the International Statistical Institute
    • Place of Presentation
      Dublin Convention Centre
    • Year and Date
      2011-08-22
    • Related Report
      2011 Annual Research Report
  • [Presentation] 小標本における分散分析の各種効果量について2011

    • Author(s)
      岡田謙介
    • Organizer
      日本教育心理学会第53回総会
    • Place of Presentation
      札幌市がでる2・7
    • Year and Date
      2011-07-24
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] An empirical comparison of methods for estimating reliability2011

    • Author(s)
      Okada, K.
    • Organizer
      17th International Meeting of the Psychometric Society
    • Place of Presentation
      Hong Kong Institute of Education
    • Year and Date
      2011-07-20
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 信頼性係数の比較と評価2011

    • Author(s)
      岡田謙介
    • Organizer
      日本計算機統計学会第25回大会
    • Place of Presentation
      函館市亀田福祉センター
    • Year and Date
      2011-05-08
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] マルチレベルモデルにおける分散母数の階層化2010

    • Author(s)
      岡田謙介・北村哲史・前川眞一
    • Organizer
      日本行動計量学会第38回大会
    • Place of Presentation
      埼玉大学
    • Year and Date
      2010-09-24
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Book] 伝えるための心理統計:効果量・信頼区間・検定力2012

    • Author(s)
      大久保街亜・岡田謙介
    • Total Pages
      215
    • Publisher
      勁草書房
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Remarks]

    • Related Report
      2011 Final Research Report

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Published: 2010-08-27   Modified: 2016-04-21  

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