Integration of Latent Variables Models and Solutions to Practical Problems

• Project/Area Number: 19330145
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Educational psychology
• Research Institution: The University of Tokyo
• Principal Investigator: SHIGEMASU Kazuo The University of Tokyo, 文学部, 教授 (90091701)
• Co-Investigator(Kenkyū-buntansha): HAEBARA Tomokazu 東京大学, 教育学研究科, 教授 (50156246) ; MAEKAWA Shinnichi 東京工業大学, 社会理工学研究科, 教授 (70190288) ; OHTSU Tatsuo 大学入試センター, 研究開発部, 教授 (10203829) ; KANO Yutaka 大阪大学, 基礎工学部, 教授 (20201436) ; OHMORI Takuya 多摩大学, 経営情報学部, 准教授 (80332617)
• Project Period (FY): 2007 – 2009
• Project Status: Completed (Fiscal Year 2009)
• Budget Amount: ¥17,030,000 (Direct Cost: ¥13,100,000、Indirect Cost: ¥3,930,000); Fiscal Year 2009: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000); Fiscal Year 2008: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000); Fiscal Year 2007: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
• Keywords: ベイズ階層モデル / 潜在変数モデル / 行動遺伝学 / 虚偽検出 / 消費者行動 / 虚偽発見法 / 潜在クラス / マーケッティング / 因子分析 / 等化 / リンキング / 虚偽検査 / プロペンシティスコア / 多次元尺度法 / ミンコフスキー距離 / ツリーモデル / 正準相関分析 / 項目反応理論

Research Abstract

Various Latent Variables Models were explained and integrated from the viewpoints of Bayesian Hierarchical Model, and Bayesian procedures appropriate to solve practical problems were proposed and applied to real data with success.

Research Products

• [Journal Article] 潜在構造モデルによる複数カテゴリのセグメンテーション (2009)
  • Author(s): 小島早都子・田村玄・星野崇宏・繁桝算男
  • Journal Title: マーケティング・サイエンス 第17巻1号 Pages: 13-29
  • Peer Reviewed
• [Journal Article] A New Concurrent Calibration Method for Nonequivalent Group Design under Nonrandom Assignment (2009)
  • Author(s): Kei Miyazaki, Takahiro Hoshino, Shin-ichi Maekawa, Kazuo Shigemasu
  • Journal Title: Psychometrika 74 Pages: 1-19
  • Peer Reviewed
• [Journal Article] Happiness is unique : A latent structure of emotion recognition traits revealed by statistical model comparison (2009)
  • Author(s): Suzuki, A., Hoshino, T., Shigemasu, K.
  • Journal Title: Personality and Individual Differences 48 Pages: 196-201
  • Peer Reviewed
• [Journal Article] BMDS : A collection of R functions for Bayesian multidimensional scaling (2009)
  • Author(s): Okada, K., Shigemasu, K.
  • Journal Title: Applied Psychological Measurement 35 Pages: 570-571
  • Peer Reviewed
• [Journal Article] A New Concurrent Calibration Method for Nonequivalent Group Design under Nonrandom Assignment (2009)
  • Author(s): Miyazaki, K., Hoshino, T, Shigemasu, K.
  • Journal Title: Psychometrika 74 Pages: 1-19
  • Peer Reviewed
• [Journal Article] 潜在構造モデルによる複数カテゴリのセグメンテーション (2009)
  • Author(s): 小島早都子・田村玄・星野崇宏・繁桝算男
  • Journal Title: マーケティング・サイエンス 17 Pages: 13-29
  • Peer Reviewed
• [Journal Article] Within-individual discrimination on the Concealed Information Test using dynamic mixture modeling (2009)
  • Author(s): Matsuda, I., Hirota, A., Ogawa, T., Takasawa, N., & Shigemasu, K.
  • Journal Title: Psychophysiology 46 Pages: 439-449
  • Peer Reviewed
• [Journal Article] Standard errors of estimated latent variables with estimated structural parameters (2008)
  • Author(s): Takahiro Hoshino, Kauzo Shigemasu
  • Journal Title: Applied Psychological Measurement 32 Pages: 181-189
  • Peer Reviewed
• [Journal Article] Meta-stereotypes are more negative than other-stereotypes: Accuracy of meta-stereotypes between the Japanese and Koreans (2008)
  • Author(s): Kim, J., Oe, T., Shigemasu, K.
  • Journal Title: The Korean Journal of Psychology: General 27(3) Pages: 875-893
  • Peer Reviewed
• [Journal Article] Standard errors of estimated latent variables with estimated structurl parameters (2008)
  • Author(s): Hoshino, T. & Shigemasu, K.
  • Journal Title: Applied Psychological Measurement 32 Pages: 181-189
  • Peer Reviewed
• [Journal Article] ブランドイメージに関する広告制作を策定するための階層ベイズ的な選択モデルとその応用 (2008)
  • Author(s): 星野崇宏
  • Journal Title: マーケティングサイエンス 15 Pages: 27-44
  • Peer Reviewed
• [Journal Article] Bayesian Factor Analysis when both n and p are Large (2008)
  • Author(s): Shigemasu, K., Matsuda, I. & Tamura, G.
  • Journal Title: In New Trends in Psychometrics Pages: 391-396
  • Peer Reviewed
• [Journal Article] The structure of optimized stress function under different Minkowski metrics (2008)
  • Author(s): Okada, K., Kato, J. & Shigemasu,
  • Journal Title: In New Trends in Psychometrics Pages: 387-396
  • Peer Reviewed
• [Journal Article] ツリーモデルを用いたバグルールの適応型ベイズ診断 (2007)
  • Author(s): 大森拓哉, 繁桝算男
  • Journal Title: 日本教育工学会論文誌 31 Pages: 209-216
  • NAID: 110006794710
  • Peer Reviewed
• [Journal Article] 情報文化学におけるメディア効果と世論反応の考察-危機管理における関係性の分析- (2007)
  • Author(s): 森一将, 繁桝算男
  • Journal Title: 情報文化学会誌 14 Pages: 25-30
  • NAID: 110006382023
  • Peer Reviewed
• [Journal Article] Continuity and change in Behavioral Inhibition and Activation Systems:A logitudinal behavioral study (2007)
  • Author(s): Takahashi, Y., Yamagata, S., Kijima, N., Shigemasu, K., Ono, Y., Ando, J.
  • Journal Title: Personality and Individual Differences 43 Pages: 1616-1625
  • Peer Reviewed
• [Journal Article] Continuity and change in Behavioral Inhibition and Activation Systems :A logitudinal behavioral (2007)
  • Author(s): Takahashi, Y., Yamagata, S., Kijima, N., Shigemasu, K., Ono, Y., Ando, J.
  • Journal Title: Personality and Individual Differences 43 Pages: 1616-1625
  • Peer Reviewed
• [Journal Article] Gray の気質モデル-BIS/BAS尺度日本語版の作成と双生児法による行動遺伝学的検討 (2007)
  • Author(s): 高橋雄介, 山形伸二, 木島伸彦, 繁桝算男, 大野裕, 安藤寿康
  • Journal Title: パーソナリティ研究 15 Pages: 276-289
  • Peer Reviewed
• [Journal Article] Aging Effects on Facial Expression Recognition : Testing for their Negative-Emotion Selectivity (2007)
  • Author(s): Suzuki, A., Hoshino, T., Shigemasu, K., Kawwamura, M.
  • Journal Title: Psychology of Anger Pages: 177-201
  • Peer Reviewed
• [Presentation] ベイズ推定によるMinkowski距離を用いた多次元尺度構成法 (2009)
  • Author(s): 岡田謙介・繁桝算男
  • Organizer: 日本心理学会第73回大会
  • Place of Presentation: 立命館大学
  • Year and Date: 2009-08-26
• [Presentation] ベイズ的アプローチによる選抜集団の相関と回帰に関する推論 (2009)
  • Author(s): 繁桝算男・岡田謙介
  • Organizer: 日本行動計量学会第37回大会
  • Place of Presentation: 立命館大学
  • Year and Date: 2009-08-07
• [Presentation] ベイズ推定による弱い制約のある確認的多次元尺度構成法 (2009)
  • Author(s): 岡田謙介・繁桝算男
  • Organizer: 日本行動計量学会第37回大会
  • Place of Presentation: 大分大学
  • Year and Date: 2009-08-05
• [Presentation] 統計的思想とデータ分析実践との間の距離 (2009)
  • Author(s): 繁桝算男
  • Organizer: 日本行動計量学会第37回大会
  • Place of Presentation: 大分大学
  • Year and Date: 2009-08-04
• [Presentation] A new concurrent calibration method for non-equivalent group design under nonrandom assignment and real data analysis (2009)
  • Author(s): Miyazaki K., Hoshino T, Shigemasu K
  • Organizer: The 74th Annual Meeting of the Psychometric Society.
  • Place of Presentation: Cambridge, England
  • Year and Date: 2009-07-23
• [Presentation] Bayesian multidimensional scaling for Minkowski distances (2009)
  • Author(s): Okada, K., Shigemasu, K
  • Organizer: The 74th Annual Meeting of the Psychome tric Society
  • Place of Presentation: Cambridge, England
  • Year and Date: 2009-07-23
• [Presentation] 表情認知能力の潜在構造:モデル比較にもとづく検討(ポスター発表) (2008)
  • Author(s): 鈴木敦命, 星野崇宏, 繁桝算男
  • Organizer: 日本心理学会第72回大会
  • Place of Presentation: 北海道大学
• [Presentation] Neuroticism, stressful life events, and anxiety symptom: An application of hierarchical regression analysis in structural equation modeling. (2008)
  • Author(s): Takahashi, Y., Yamagata, S., Ozaki, K., Ando, J. Shigemasu, K.
  • Organizer: 14th European Conference on Personality
  • Place of Presentation: Tartu, Estonia
• [Presentation] BIS/BAS as hypothesized risk factors to anxiety and depressive symptoms. (2008)
  • Author(s): Takahashi, Y., Yamagata, S., Kijima, N., Shigemasu. K., Ono, Y., Ando, J.
  • Organizer: 20th Annual Meeting of the Human Behavior and Evolution Society
  • Place of Presentation: Kyoto, Japan
• [Presentation] The uniqueness of happiness recognition revealed by statistical model comparison (2008)
  • Author(s): Suzuki A., Hoshino T., Shigemasu K.
  • Organizer: The Association for Psychological Science 20th Annual Convention
  • Place of Presentation: Chicago
• [Presentation] メタステレオタイプの正確さに関する研究-日本人と韓国人の間のメタステレオタイプ (2008)
  • Author(s): 金ジユン・大江朋子・繁桝算男
  • Organizer: 日本心理学会第72回大会
• [Book] 心理学の謎を解く-初めての心理学講義- (2008)
  • Author(s): 繁桝算男・丹野義彦
  • Publisher: 医学出版
• [Book] New Trends in Psychometrics (2008)
  • Author(s): Shigemasu, K., Okada, A., Imaizumi, T., Hoshino, T.
  • Publisher: Universal Academy Press
• [Book] New Trends in Psychometrics (2008)
  • Author(s): Shigemasu, K., Okada, A., Imaizumi, T
  • Total Pages: 606
  • Publisher: Universal Academy Press