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Bayesian modeling to evaluate and increase replicability in psychology

Research Project

Project/Area Number 17H04787
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Educational psychology
Research InstitutionThe University of Tokyo

Principal Investigator

Okada Kensuke  東京大学, 大学院教育学研究科(教育学部), 准教授 (20583793)

Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥11,440,000 (Direct Cost: ¥8,800,000、Indirect Cost: ¥2,640,000)
Fiscal Year 2020: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2019: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2018: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2017: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywordsベイズ統計 / 心理学研究 / 再現性 / データ生成メカニズム / 認知モデリング / モデリング / 二次分析 / 研究法 / ベイズモデリング / オープンデータ / 効果量 / 心理統計学 / 数理心理学
Outline of Final Research Achievements

This research project aimed to develop statistical models of the data-generating mechanisms of psychological datasets and apply them to various datasets to highlight the key role of substantive theories in psychological data analysis. Various models of decision-making, test item response, and survey response were developed that made it possible to quantitatively evaluate the psychological theories represented by these models.

Academic Significance and Societal Importance of the Research Achievements

心理学をはじめとする社会科学の諸分野において、データ収集時にはさまざまな工夫をこらして実験や調査が行われるのに対し、得られたデータの統計分析は画一化されていた。その硬直性が、再現性の危機が生じた大きな原因の一つとなってしまっていた。この問題に対し、本研究では意思決定課題などの実験データや、テスト解答や心理調査回答などの調査データの、柔軟で解釈性の高い統計モデリングを通して、データ生成メカニズムを適切に統計分析で考慮することの重要性を明らかにした。

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (82 results)

All 2021 2020 2019 2018 2017

All Journal Article (20 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 16 results,  Open Access: 18 results) Presentation (60 results) (of which Int'l Joint Research: 20 results,  Invited: 10 results) Book (2 results)

  • [Journal Article] The effect of labeling of gambling disorder on negative attitudes2021

    • Author(s)
      清水 佑輔、橋本 剛明、唐沢 かおり
    • Journal Title

      Cognitive Studies: Bulletin of the Japanese Cognitive Science Society

      Volume: 28 Issue: 1 Pages: 161-167

    • DOI

      10.11225/cs.2020.063

    • NAID

      130007998472

    • ISSN
      1341-7924, 1881-5995
    • Year and Date
      2021-03-01
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Linear Ballistic Accumulator Item Response Theory Model for Multidimensional Multiple-Alternative Forced-Choice Measurement of Personality2021

    • Author(s)
      Bunji Kyosuke、Okada Kensuke
    • Journal Title

      Multivariate Behavioral Research

      Volume: - Issue: 4 Pages: 1-35

    • DOI

      10.1080/00273171.2021.1896351

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The effect of awareness of recreational gamblers on implicit attitudes2021

    • Author(s)
      清水佑輔、岡田謙介、唐沢かおり
    • Journal Title

      THE JAPANESE JOURNAL OF EXPERIMENTAL SOCIAL PSYCHOLOGY

      Volume: 60 Issue: 2 Pages: 113-124

    • DOI

      10.2130/jjesp.2008

    • NAID

      130007994808

    • ISSN
      0387-7973, 1348-6276
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 心理学におけるベイズ統計モデリング:再現性問題と認知モデル2021

    • Author(s)
      岡田謙介
    • Journal Title

      法社会学

      Volume: -

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Joint modeling of the two-alternative multidimensional forced-choice personality measurement and its response time by a Thurstonian D-diffusion item response model2020

    • Author(s)
      Kyosuke Bunji, Kensuke Okada
    • Journal Title

      Behavior Research Methods

      Volume: - Issue: 3 Pages: 1091-1107

    • DOI

      10.3758/s13428-019-01302-5

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 連続型の特性値をもつ補償型認知診断モデル2020

    • Author(s)
      丹亮人、岡田謙介
    • Journal Title

      日本テスト学会誌

      Volume: 16 Pages: 31-44

    • NAID

      130008124075

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hybrid cognitive diagnostic model2020

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

      Behaviormetrika

      Volume: - Issue: 2 Pages: 497-518

    • DOI

      10.1007/s41237-020-00111-x

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Increase of reliability by incorporating response time into the paired-comparison psychological measurement2020

    • Author(s)
      Okada Kensuke、Bunji Kyosuke
    • Journal Title

      Behaviormetrika

      Volume: 48 Issue: 1 Pages: 169-177

    • DOI

      10.1007/s41237-020-00109-5

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Variational Bayes Inference Algorithm for the Saturated Diagnostic Classification Model2020

    • Author(s)
      Yamaguchi Kazuhiro、Okada Kensuke
    • Journal Title

      Psychometrika

      Volume: 85 Issue: 4 Pages: 973-995

    • DOI

      10.1007/s11336-020-09739-w

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Variational Bayes Inference for the DINA Model2020

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

      Journal of Educational and Behavioral Statistics

      Volume: Online Ahead of Print Issue: 5 Pages: 569-597

    • DOI

      10.3102/1076998620911934

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Precision of the Cumulative Prospect Theory Model for Estimating the Subjective Probability2019

    • Author(s)
      藤田和也・岡田謙介
    • Journal Title

      Kodo Keiryogaku (The Japanese Journal of Behaviormetrics)

      Volume: 46 Issue: 2 Pages: 53-71

    • DOI

      10.2333/jbhmk.46.53

    • NAID

      130007822902

    • ISSN
      0385-5481, 1880-4705
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Computer Adaptive Testing that Incorporates Response Time for Efficient Estimation of Non-cognitive Skills2019

    • Author(s)
      藤田和也・岡田謙介
    • Journal Title

      Japanese Journal for Research on Testing

      Volume: 15 Issue: 1 Pages: 45-57

    • DOI

      10.24690/jart.15.1_45

    • NAID

      130007691328

    • ISSN
      1880-9618, 2433-7447
    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Causal Effect of Inquiry Teaching on Science Achievement in PISA 2015 in Japan2019

    • Author(s)
      菱山 完・岡田 謙介
    • Journal Title

      Japanese Journal for Research on Testing

      Volume: 15 Issue: 1 Pages: 135-148

    • DOI

      10.24690/jart.15.1_135

    • NAID

      130007691335

    • ISSN
      1880-9618, 2433-7447
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Item response and response time model for personality assessment via linear ballistic accumulation2019

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

      Japanese Journal of Statistics and Data Science

      Volume: Online Ahead of Print Issue: 1 Pages: 1-35

    • DOI

      10.1007/s42081-019-00040-4

    • NAID

      210000168929

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] PISA2015における探究型教授法が理科の到達度に与える因果効果の検討2019

    • Author(s)
      菱山完・岡田謙介
    • Journal Title

      日本テスト学会誌

      Volume: 15

    • NAID

      130007691335

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluating psychological hypotheses and models using Bayes factors2018

    • Author(s)
      岡田謙介
    • Journal Title

      JAPANESE PSYCHOLOGICAL REVIEW

      Volume: 61 Issue: 1 Pages: 101-115

    • DOI

      10.24602/sjpr.61.1_101

    • NAID

      130007678120

    • ISSN
      0386-1058, 2433-4650
    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] Editorial2018

    • Author(s)
      三浦麻子・岡田謙介・清水裕士
    • Journal Title

      JAPANESE PSYCHOLOGICAL REVIEW

      Volume: 61 Issue: 1 Pages: 1-2

    • DOI

      10.24602/sjpr.61.1_1

    • NAID

      130007678125

    • ISSN
      0386-1058, 2433-4650
    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] Classification of Response Styles Using Anchoring Vignettes2018

    • Author(s)
      Hojo Daiki、Okada Kensuke
    • Journal Title

      Kodo Keiryogaku (The Japanese Journal of Behaviormetrics)

      Volume: 45 Issue: 1 Pages: 13-25

    • DOI

      10.2333/jbhmk.45.13

    • NAID

      130007504353

    • ISSN
      0385-5481, 1880-4705
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Comparison among cognitive diagnostic models for the TIMSS 2007 fourth grade mathematics assessment2018

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

      PLoS ONE

      Volume: 13 Issue: 2 Pages: e0188691-e0188691

    • DOI

      10.1371/journal.pone.0188691

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ASA声明とこれからの統計学の使われ方:最近の心理統計分野の動向から2017

    • Author(s)
      岡田謙介
    • Journal Title

      社会と調査

      Volume: 19 Pages: 88-93

    • NAID

      40021341650

    • Related Report
      2017 Annual Research Report
  • [Presentation] An extension of the LBA-IRT model to multidimensional multiple-alternative forced-choice personality measurement with response times2020

    • Author(s)
      Bunji Kyosuke、Okada Kensuke
    • Organizer
      53rd Annual Meeting of the Society for Mathematical Psychology
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 報酬形態を考慮した拡張秘書問題のしきい値モデルを用いた検討2020

    • Author(s)
      古川結唯・岡田謙介
    • Organizer
      日本行動計量学会 第48回大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 変分ベイズ法とQ行列サンプラーによるQ行列推定法の提案2020

    • Author(s)
      岡元紀、岡田謙介
    • Organizer
      日本計算機統計学会 第34回大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 「何回デッキ選択をしたと思いますか?」ギャンブル課題における主観的試行数とリスクテイキング傾向の関連2020

    • Author(s)
      清水佑輔、岡田 謙介
    • Organizer
      日本心理学会第84回大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 「p<0.05」からATOMへ: 不確実性を受容する統計的方法2020

    • Author(s)
      岡田謙介
    • Organizer
      日本消費者行動研究学会 第 61 回コンファレンス
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] ベイズファクターによるモデル評価2020

    • Author(s)
      岡田謙介
    • Organizer
      第4回ヒト脳イメージング研究会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 心理学におけるベイズ統計モデリング:再現性問題と認知モデル2020

    • Author(s)
      岡田謙介
    • Organizer
      日本法社会学会 2020 年度学術大会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 因果効果を評価するための研究デザインと統計分析,オープンサイエンス2019

    • Author(s)
      岡田謙介
    • Organizer
      日本教育心理学会第61回総会 自主企画シンポジウム「知見の統合は何をもたらすのか」指定討論
    • Related Report
      2019 Annual Research Report
  • [Presentation] リッカート尺度に対応したLBA IRTモデル2019

    • Author(s)
      分寺杏介・岡田謙介
    • Organizer
      日本計算機統計学会第33回シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 多値アトリビュートにおける認知診断精度へのQ行列デザインの影響2019

    • Author(s)
      丹亮人・岡田謙介
    • Organizer
      日本計算機統計学会第33回シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 2因子の比較型質問紙の信頼性について2019

    • Author(s)
      野々田聖一・岡田謙介
    • Organizer
      日本計算機統計学会第33回シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 認知モデリングにおける実験刺激の選択について ーモデル選択とパラメータの推定精度の観点からー2019

    • Author(s)
      藤田和也・岡田謙介
    • Organizer
      日本行動計量学会第47回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 逆転項目の反応過程を考慮したベイズ項目反応モデルの比較・検討2019

    • Author(s)
      北條 大樹・二瓶 正登・岡田 謙介
    • Organizer
      日本行動計量学会第47回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 異質性に取り組む数理・計量心理学のベイズ統計的アプローチ2019

    • Author(s)
      岡田 謙介
    • Organizer
      日本行動計量学会第47回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 主観確率の測定と曖昧性忌避が表現できるモデルについて2019

    • Author(s)
      藤田和也・岡田謙介
    • Organizer
      日本行動計量学会第47回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 解答時間データを利用した多次元多肢強制選択データの項目反応モデル2019

    • Author(s)
      分寺 杏介・岡田謙介
    • Organizer
      日本行動計量学会第47回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 連続型の特性値をもつ補償型認知診断モデルの提案2019

    • Author(s)
      丹亮人・岡田 謙介
    • Organizer
      日本テスト学会第17回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] コンピュータ上での測定のための心理モデリング2019

    • Author(s)
      岡田 謙介
    • Organizer
      第2回ヒューマノームゼミ:心に迫る機械学習理論
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Comparative performance of item response models for anchoring vignettes data2019

    • Author(s)
      Daiki Hojo・Kensuke Okada
    • Organizer
      52nd Annual Meeting of the Society for Mathematical Psychology
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive task selection in decision-making tasks under uncertainty for the measurement of subjective probability2019

    • Author(s)
      Kazuya Fujita・Kensuke Okada
    • Organizer
      52nd Annual Meeting of the Society for Mathematical Psychology
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cognitive process model for ordered categorical response and response荊ime data for questionnaires2019

    • Author(s)
      Kyosuke Bunji・Kensuke Okada
    • Organizer
      52nd Annual Meeting of the Society for Mathematical Psychology
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reliability in paired-comparison Thurstonian IRT model that incorporates response time2019

    • Author(s)
      Kensuke Okada・Kyosuke Bunji
    • Organizer
      IMPS 2019: International Meeting of the Psychometric Society
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Variational Bayes inference for the cognitive diagnostic models2019

    • Author(s)
      Kazuhiro Yamagucahi・Kensuke Okada
    • Organizer
      IMPS 2019: International Meeting of the Psychometric Society
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] モデル選択の観点からの適応的な実験刺激選択法2019

    • Author(s)
      藤田和也・岡田謙介
    • Organizer
      日本計算機統計学会第33回大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 教育工学研究におけるベイズ統計の応用,RとRStudioを使ったベイズ統計の演習2019

    • Author(s)
      岡田謙介
    • Organizer
      日本教育工学会 2018年度冬の合宿研究会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] DINA型認知診断モデルにおける変分ベイズ推定について2019

    • Author(s)
      山口一大・岡田 謙介
    • Organizer
      北海道大学情報基盤センター萌芽型共同研究研究集会「大規模・複雑化データに対する解析手法の多面的研究」
    • Related Report
      2018 Annual Research Report
  • [Presentation] 反応時間を用いて多肢強制選択式尺度を分析する項目反応モデル2019

    • Author(s)
      分寺杏介・岡田謙介
    • Organizer
      統計数理研究所研究集会「複雑データ解析法に関する研究会」
    • Related Report
      2018 Annual Research Report
  • [Presentation] 係留ビネットにより反応スタイルを測定する多次元部分得点項目反応モデル2019

    • Author(s)
      北條大樹・岡田 謙介
    • Organizer
      統計数理研究所研究集会「複雑データ解析法に関する研究会」
    • Related Report
      2018 Annual Research Report
  • [Presentation] 意思決定課題における適応的な刺激選択法について2019

    • Author(s)
      藤田和也・岡田謙介
    • Organizer
      統計数理研究所研究集会「複雑データ解析法に関する研究会」
    • Related Report
      2018 Annual Research Report
  • [Presentation] 再現性問題における統計学的論点と, その解決に向けて2019

    • Author(s)
      岡田謙介
    • Organizer
      日本発達心理学会・他学会等共催シンポジウム「今そこにある危機:再現可能性問題をめぐる現状と展望」
    • Related Report
      2018 Annual Research Report
  • [Presentation] Comparative evaluation of the graded response and factor analysis models2018

    • Author(s)
      Ikeda, T., & Okada, K.
    • Organizer
      IMPS 2018, the 83rd Annual Meeting of the Psychometric Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A hybrid cognitive diagnostic model2018

    • Author(s)
      Yamaguchi, K., & Okada, K.
    • Organizer
      IMPS 2018, the 83rd Annual Meeting of the Psychometric Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Extending the diffusion IRT model to forced-choice response time data2018

    • Author(s)
      Bunji, K., & Okada, K.
    • Organizer
      IMPS 2018, the 83rd Annual Meeting of the Psychometric Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bayesian item response mixture model for evaluating the stability of response style2018

    • Author(s)
      Okada, K., Hojo, D., & Takahashi, Y.
    • Organizer
      MathPsych/ICCM 2018, the 51st Society for Mathematical Psychology & 16th International Conference on Cognitive Modelling Meetings
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Modeling forced-choice version of questionnaires on the big five factors for reducing response biases2018

    • Author(s)
      Bunji, K., & Okada, K.
    • Organizer
      MathPsych/ICCM 2018, the 51st Society for Mathematical Psychology & 16th International Conference on Cognitive Modelling Meetings
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Classification and individual differences of response style using anchoring vignettes2018

    • Author(s)
      Hojo, D., & Okada, K.
    • Organizer
      MathPsych/ICCM 2018, the 51st Society for Mathematical Psychology & 16th International Conference on Cognitive Modelling Meetings
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Examining characteristics of age-related memory impairment2018

    • Author(s)
      Nagano, S., & Okada, K.
    • Organizer
      MathPsych/ICCM 2018, the 51st Society for Mathematical Psychology & 16th International Conference on Cognitive Modelling Meetings
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ベイズ統計学の考え方と方法2018

    • Author(s)
      岡田謙介
    • Organizer
      日本認知心理学会第16回大会 ベーシック&フロンティアセミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 係留ビネット法に適した多次元名義反応モデルの提案2018

    • Author(s)
      北條大樹・岡田 謙介
    • Organizer
      日本行動計量学会第46回大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] DINA モデルにおける変分ベイズ推論2018

    • Author(s)
      山口一大・岡田 謙介
    • Organizer
      日本行動計量学会第46回大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 主観確率の測定法の改善について:思考状態に着目して2018

    • Author(s)
      藤田和也・岡田謙介
    • Organizer
      日本行動計量学会第46回大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 探求型教授法の因果効果の検討2018

    • Author(s)
      菱山完・岡田謙介
    • Organizer
      日本行動計量学会第46回大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] アトリビュートの補償・非補償関係を統合した認知診断モデルの開発2018

    • Author(s)
      山口一大・岡田 謙介
    • Organizer
      日本テスト学会第16回大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 心理学における再現性の問題と「社会的ジレンマ」の解決へ向けて2018

    • Author(s)
      岡田謙介
    • Organizer
      日本教育心理学会大会第60回総会 準備委員会企画チュートリアルセミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 心理学におけるベイズ統計的方法の活用2018

    • Author(s)
      岡田謙介
    • Organizer
      日本心理学会第82回大会 大会準備委員会企画シンポジウム「ベイズ理論の展開」
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 心理学研究に役立つベイズ統計学の考え方と方法2018

    • Author(s)
      岡田謙介
    • Organizer
      日本心理学会第82回大会 自主シンポジウム「ベイズ統計をどう教えていくべきか(2)」
    • Related Report
      2018 Annual Research Report
  • [Presentation] 不確実状況における累積プロスペクト理論による主観確率の推定2018

    • Author(s)
      藤田和也・岡田謙介
    • Organizer
      日本計算機統計学会第32回シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Thurstonian IRT におけるパラメータの不変性について2018

    • Author(s)
      分寺杏介・岡田謙介
    • Organizer
      日本計算機統計学会第32回シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Bayesian mixture item response modeling in the presence of noncompliers2018

    • Author(s)
      Okada, K.
    • Organizer
      11th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (CMStatistics 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 行動分析的データに活用できる(かもしれない)ベイズ統計の方法について2017

    • Author(s)
      岡田謙介
    • Organizer
      第25回行動数理研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] ベイズ統計的アプローチによる項目反応モデルの拡張.2017

    • Author(s)
      岡田謙介
    • Organizer
      日本テスト学会第11回講演会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Model comparison in Bayesian item response models for anchoring vignettes.2017

    • Author(s)
      Okada, K., Hojo, D.
    • Organizer
      International Meeting of the Psychometric Society 2017.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comparison of generalized DINA family models with TIMSS 2007 data2017

    • Author(s)
      Yamaguchi, K., & Okada, K.
    • Organizer
      International Meeting of the Psychometric Society 2017.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] New IRT model incorporating response time via linear ballistic accumulation.2017

    • Author(s)
      Bunji, K., & Okada, K.
    • Organizer
      50th Annual Meeting of the Society for Mathematical Psychology.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bayesian generalized partial credit type model of anchoring vignettes: Are latent response categories evenly spaced?2017

    • Author(s)
      Hojo, D., & Okada, K.
    • Organizer
      50th Annual Meeting of the Society for Mathematical Psychology.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fitting a hierarchical Linear Ballistic Accumulator model to response time data collected both online and offline.2017

    • Author(s)
      Ikeda, T., & Okada, K.
    • Organizer
      50th Annual Meeting of the Society for Mathematical Psychology.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 係留ビネット法の項目数の違いが与える影響の定量的評価2017

    • Author(s)
      北條大樹・岡田謙介
    • Organizer
      日本テスト学会第15回大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] DINA モデルにおける項目パラメタの Boundary Problem について2017

    • Author(s)
      山口一大・岡田謙介
    • Organizer
      日本テスト学会第15回大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ベイズ統計学の考え方と教え方について.2017

    • Author(s)
      岡田謙介
    • Organizer
      日本心理学会第81回大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Assessing the stability of response styles by using Bayesian item response modeling.2017

    • Author(s)
      Okada, K., Hojo, D., & Takahashik Y.
    • Organizer
      10th International Conference of the ERCIM WG on Computational and Methodological Statistics.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Book] 発達心理学研究における現代的な統計モデリング 河合優年編 児童心理学の進歩 2018年版 (分担執筆)2018

    • Author(s)
      岡田謙介
    • Total Pages
      5
    • Publisher
      金子書房
    • ISBN
      4760899588
    • Related Report
      2018 Annual Research Report
  • [Book] 第10章 オンライン調査における回答項目数のモデリング 豊田秀樹編著 たのしいベイズモデリング(分担執筆)2018

    • Author(s)
      岡田謙介
    • Total Pages
      12
    • Publisher
      北大路書房
    • ISBN
      4762830402
    • Related Report
      2018 Annual Research Report

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Published: 2017-04-28   Modified: 2022-01-27  

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