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Development of Behavior Genetics Statistical Models Using Higher-Order Moments and Latent Classes

Research Project

Project/Area Number 22800077
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Statistical science
Research InstitutionThe Institute of Statistical Mathematics

Principal Investigator

OZAKI Koken  統計数理研究所, データ科学研究系, 助教 (50574612)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2011: ¥1,222,000 (Direct Cost: ¥940,000、Indirect Cost: ¥282,000)
Fiscal Year 2010: ¥1,118,000 (Direct Cost: ¥860,000、Indirect Cost: ¥258,000)
Keywords構造方程式モデリング / 行動遺伝学 / 高次積率 / 発達心理学 / 教育心理学 / 交互作用モデル
Research Abstract

Behavior Genetics models assume that additive genetic, non-additive genetic, shared environmental, and non-shared environmental factors are the causes of individual differences in phenotypes. However, because of a mathematical limitation, the effects of only the three of these four factors can be estimated. To overcome this problem, the four factor model was identified using structural equation modeling which can analyze higher-order moments.

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 (7 results) (of which Peer Reviewed: 7 results) Presentation (9 results) Remarks (5 results)

  • [Journal Article] The genetic and environmental relationships between head circumference growth in the first year of life and sociocognitive development in the second year : A longitudinal twin study2012

    • Author(s)
      Fujisawa, K. K., Ozaki, K., Suzuki, K., Yamagata, S., Kawahashi, I., & Ando, J.
    • Journal Title

      Developmental Science

      Volume: 15巻 Pages: 99-112

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Hyperactivity/inattention problems moderate environmental but not genetic mediation between negative parenting and conduct problems2012

    • Author(s)
      Fujisawa, K. K., Yamagata, S., Ozaki, K., & Ando, J.
    • Journal Title

      Journal of Abnormal Child Psychology

      Volume: 40巻 Pages: 189-200

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] The genetic and environmental relationships between head circumference growth in the first year of life and sociocognitive development in the second year : A longitudinal twin study2012

    • Author(s)
      Fujisawa, K.K., Ozaki, K., Suzuki, K., Yamagata, S., Kawahashi, I., Ando, J.
    • Journal Title

      Developmental Science

      Volume: 15 Issue: 1 Pages: 99-112

    • DOI

      10.1111/j.1467-7687.2011.01097.x

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hyperactivity/inattention problems moderate environmental but not genetic mediation between negative parenting and conduct problems2012

    • Author(s)
      Fujisawa, K.K., Yamagata, S., Ozaki, K., Ando, J.
    • Journal Title

      Journal of Abnormal Child Psychology

      Volume: 40 Issue: 2 Pages: 189-200

    • DOI

      10.1007/s10802-011-9559-6

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Using non-normal SEM to resolve the ACDE model in the classical twin design2011

    • Author(s)
      Ozaki, K., Toyoda, H., Iwama, N., Kubo, S., & Ando, J.
    • Journal Title

      Behavior Genetics

      Volume: 41巻 Pages: 329-339

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Using non-normal SEM to resolve the ACDE model in the classical twin design2011

    • Author(s)
      Ozaki, K., Toyoda, H., Iwama, N., Kubo, S., Ando, J.
    • Journal Title

      Behavior Genetics

      Pages: 329-339

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 2次と3次の積率を用いたマルチレベルモデルの提案2010

    • Author(s)
      尾崎幸謙・中村健太郎・室橋弘人
    • Journal Title

      統計数理

      Volume: 58巻 Pages: 207-221

    • NAID

      40017434861

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Identifying the univariate ACDE model2011

    • Author(s)
      Ozaki, K.
    • Organizer
      41th Annual Meeting of the Behavior Genetics Association
    • Place of Presentation
      Rhode Island, U. S. A
    • Year and Date
      2011-06-08
    • Related Report
      2011 Final Research Report
  • [Presentation] Identifying the univariate ACDE model. 41th Annual Meeting of the Behavior Genetics Association, Rhode Island, U.S.A.2011

    • Author(s)
      Ozaki, K.
    • Organizer
      Behavior Genetics Association
    • Place of Presentation
      Rhode Island
    • Year and Date
      2011-06-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] 統計学的視点からみた行動遺伝学2010

    • Author(s)
      尾崎幸謙
    • Organizer
      日本行動計量学会
    • Place of Presentation
      埼玉大学
    • Year and Date
      2010-09-25
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] 2次と3次の積率を使ったマルチレベルモデルの提案2010

    • Author(s)
      尾崎幸謙
    • Organizer
      日本心理学会
    • Place of Presentation
      大阪大学
    • Year and Date
      2010-09-20
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] 行動遺伝学の基礎および, ACDEモデルの開発2010

    • Author(s)
      尾崎幸謙
    • Organizer
      日本心理学会
    • Place of Presentation
      大阪大学
    • Year and Date
      2010-09-20
    • Related Report
      2011 Final Research Report
  • [Presentation] 行動遺伝学の基礎および,ACDEモデルの開発2010

    • Author(s)
      尾崎幸謙
    • Organizer
      日本心理学会
    • Place of Presentation
      大阪大学
    • Year and Date
      2010-09-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] GE interaction analysis on the univariate ACDE model.40th Annual Meeting of the Behavior Genetics Association, Seoul, Korea.2010

    • Author(s)
      Ozaki, K., Fujisawa, K.Keiko., Yamagata, S., Takahashi, Y., Sasaki, S., Shikishima, C., Ando, J.
    • Organizer
      Behavior Genetics Association
    • Place of Presentation
      Seoul
    • Year and Date
      2010-06-05
    • Related Report
      2010 Annual Research Report
  • [Presentation] A longitudinal twin study on the environmental association between behavior problems and parenting.2010

    • Author(s)
      Yamagata, S., Takahashi, Y., Ozaki, K., Fujisawa, K.Keiko., Nonaka, K., Ando, J.
    • Organizer
      Behavior Genetics Association
    • Place of Presentation
      Seoul
    • Year and Date
      2010-06-05
    • Related Report
      2010 Annual Research Report
  • [Presentation] Do stressful life events moderate genetic and environmental covariance on personality and psychiatric symptoms?: Bivariate gene-environment interaction approach.2010

    • Author(s)
      Takahashi, Y., Yamagata, S.Ozaki, K., Shikishima, C., Nonaka, K., Ando, J.
    • Organizer
      Behavior Genetics Association
    • Place of Presentation
      Seoul
    • Year and Date
      2010-06-05
    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www010.upp.so-net.ne.jp/koken/

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www.ism.ac.jp/souran/kenkyusya/ozaki_koken.html

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www010.upp.so-net.ne.jp/koken/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www010.upp.so-net.ne.jp/koken/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.ism.ac.jp/souran/kenkyusya/ozaki_koken.html

    • Related Report
      2010 Annual Research Report

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

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