Tendeiro JorgeJorge Tendeiro

Last Updated :2024/09/10

所属・職名
大学院先進理工系科学研究科　教授
メールアドレス
tendeirohiroshima-u.ac.jp
自己紹介
I am Professor at the Informatics and Data Science group. My main research topic revolves around Bayesian inference. I am also interested in topics related with item response theory. I am both interested in the theoretical as well as the empirical approaches to statistics and data analysis. I am also an advocate of Open Science.

基本情報

学位

  • Ph.D　(University of Groningen)
  • Research Master　(University of Porto)

教育活動

授業担当

  1. 2024年, 教養教育, ４ターム, Fundamental Data Science
  2. 2024年, 修士課程・博士課程前期, ３ターム, データリテラシー
  3. 2024年, 博士課程・博士課程後期, ４ターム, パターン認識と機械学習
  4. 2024年, 学部専門, １ターム, Social Statistics Analysis I （社会統計・データ分析 I）
  5. 2024年, 学部専門, １ターム, Social Statistics Analysis II （社会統計・データ分析 II）
  6. 2024年, 学部専門, ４ターム, 情報科学演習IV（データ科学プログラム）
  7. 2024年, 学部専門, １ターム, データサイエンスセミナーI
  8. 2024年, 学部専門, ２ターム, データサイエンスセミナーII
  9. 2024年, 学部専門, セメスター（後期）, 卒業論文
  10. 2024年, 修士課程・博士課程前期, １ターム, 情報科学特別演習A
  11. 2024年, 修士課程・博士課程前期, ２ターム, 情報科学特別演習A
  12. 2024年, 修士課程・博士課程前期, ３ターム, 情報科学特別演習B
  13. 2024年, 修士課程・博士課程前期, ４ターム, 情報科学特別演習B
  14. 2024年, 修士課程・博士課程前期, 年度, 情報科学特別研究

研究活動

学術論文（★は代表的な論文）

  1. On the Potential Mismatch Between the Function of the Bayes Factor and Researchers? Expectations, COLLABRA-PSYCHOLOGY, 8巻, 1号, 20220622
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  2. Mixed-Effects Trait-State-Occasion Model: Studying the Psychometric Properties and the Person-Situation Interactions of Psychological Dynamics, STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 29巻, 3号, pp. 438-451, 20220504
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  3. Education Increases Decision-Rule Use: An Investigation of Education and Incentives to Improve Decision Making, JOURNAL OF EXPERIMENTAL PSYCHOLOGY-APPLIED, 28巻, 1号, pp. 166-178, 202203
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  4. Worked-out examples of the adequacy of Bayesian optional stopping, PSYCHONOMIC BULLETIN & REVIEW, 29巻, 1号, pp. 70-87, 202202
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  5. On the Practical Consequences of Misfit in Mokken Scaling, Applied Psychological Measurement, 44巻, 6号, pp. 482-496, 202009
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  6. Improving the Measurement of Functional Somatic Symptoms With Item Response Theory, Assessment, pp. 107319112094715-107319112094715, 20200806
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  7. Mathematical evidence for the adequacy of Bayesian optional stopping, 2020
  8. The $Crit$ value as an effect size measure for violations of model assumptions in Mokken scale analysis for binary data, 2020
  9. With Bayesian Estimation One Can Get All That Bayes Factors Offer, and More, 2020
  10. Practical consequences of model misfit when using rating scales to assess the severity of attention problems in children, International Journal of Methods in Psychiatric Research, 28巻, 4号, 201912
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  11. A Review of Issues About Null Hypothesis Bayesian Testing, Psychological Methods, 24巻, 6号, pp. 774-795, 201912
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  12. Gender‐Based Differential Prediction by Curriculum Samples for College Admissions, Educational Measurement: Issues and Practice, 38巻, 3号, pp. 33-45, 201909
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  13. Guilt in Bereavement, International Journal of Psychology, 54巻, 4号, pp. 454-461, 201908
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  14. Bayes factors for superiority, non-inferiority, and equivalence designs, BMC Medical Research Methodology, 19巻, 1号, 20190329
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  15. GGUM, Applied Psychological Measurement, 43巻, 2号, pp. 172-173, 201903
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  16. Predicting Future Academic Success: How a Bayesian Approach Can Be of Help in Analyzing and Interpreting Admission Test Scores, 19-01号, 2019
  17. The influence of the psychometric quality of a test when making admission decisions, 18-04巻, 18-04号, 20180901
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  18. What are the minimal sample size requirements for Mokken scaling? An empirical example with the Warwick- Edinburgh Mental Well-Being Scale, Health Psychology and Behavioral Medicine, 6巻, 1号, pp. 203-213, 20180808
    DOIを用いた論文検索結果へのリンク
  19. Admission testing for higher education, PLoS ONE, 13巻, 6号, 20180611
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  20. Unidimensional item response theory, The Wiley handbook of psychometric testing, pp. 413-433, 20180530
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  21. Corrigendum, Frontiers in Psychology, 9巻, 873号, 20180528
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  22. Identifying levels of general distress in first line mental health services, BMC Psychiatry, 17巻, 1号, 20171201
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  23. Investigating the practical consequences of model misfit in unidimensional IRT models, Applied Psychological Measurement, 41巻, 6号, pp. 439-455, 201709
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  24. The use of subscores in exams in higher education: When is this useful?, Frontiers in Psychology, 8巻, 305号, 20170307
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  25. Applying organizational justice theory to admission into higher education, International Journal of Selection and Assessment, 25巻, 1号, pp. 72-84, 201703
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  26. Measuring non-cognitive predictors in high-stakes contexts, Personality and Individual Differences, 106巻, pp. 183-189, 20170201
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  27. The lz(p)* Person-Fit Statistic in an Unfolding Model Context, Applied Psychological Measurement, 41巻, 1号, pp. 44-59, 20170101
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  28. Implicit and Explicit Self-Esteem in Current, Remitted, Recovered, and Comorbid Depression and Anxiety Disorders, PLoS ONE, 11巻, 11号, 20161115
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  29. PerFit: An R package for person-fit analysis in IRT, Journal of Statistical Software, 74巻, 5号, pp. 1-27, 201610
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  30. Detecting careless respondents in web-based questionnaires, Journal of Research in Personality, 63巻, pp. 1-11, 201608
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  31. Individual differences in very young children’s English acquisition in China, Bilingualism: Language and Cognition, 19巻, 3号, pp. 550-566, 201605
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  32. Predicting Performance in Higher Education Using Proximal Predictors, PLoS ONE, 11巻, 4号, 20160413
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  33. A Practical Guide to Check the Consistency of Item Response Patterns in Clinical Research Through Person-Fit Statistics, Assessment, 23巻, 1号, pp. 52-62, 2016
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  34. Person fit assessment using the PerFit package in R, Quantitative methods for psychology, 12巻, 3号, pp. 232-242, 2016
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  35. How serious is IRT misfit for practical decision-making?, 15-04号, 201510
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  36. Detection of Invalid Test Scores on Admission Tests, 15-03号, 201503
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  37. Derivation and Applicability of Asymptotic Results for Multiple-Subtest Person-Fit Statistics, Applied Psychological Measurement, 40巻, 15-02号, pp. 274-288, 201503
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  38. Investigating measurement invariance in computer-based personality testing, Educational and Psychological Measurement, 75巻, 1号, pp. 126-145, 201502
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  39. Verantwoording onderzoek werkgroep Meijer: Aanvullingen COTAN Beoordelingssysteem wat betreft normering referentieniveaus en computer adaptief toetsen van andere eindtoetsen (deel 1), 2015
  40. Verantwoording onderzoek werkgroep Meijer: Aanvullingen COTAN Beoordelingssysteem wat betreft volg-aspect van leerlingen onderwijsvolgsystemen (deel 2), 2015
  41. The effect of item and person misfit in selection decisions: An empirical study, 15-05号, 2015
    DOIを用いた論文検索結果へのリンク
  42. The Use of Nonparametric Item Response Theory to Explore Data Quality, Handbook of Item Response Theory Modeling, pp. 85-110, 201412
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  43. The Use of Person-Fit Scores in High-Stakes Educational Testing: How to Use Them and What They Tell Us, 14-03号, 201404
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  44. Direct transformations yielding the knight's move pattern in 3x3x3 arrays, Chemometrics and Intelligent Laboratory Systems, 129巻, pp. 10-14, 20131115
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  45. Detection of Invalid Test Scores, Journal of Educational Measurement, 51巻, 3号, pp. 239-259, 201311
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  46. The probability of Exceedance as a nonparametric person-fit statistic for tests of moderate length, Applied Psychological Measurement, 37巻, 8号, pp. 653-665, 20130613
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  47. Using Cumulative Sum Statistics to Detect Inconsistencies in Unproctored Internet Testing, Educational and Psychological Measurement, 73巻, 1号, pp. 143-161, 201302
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  48. Detection of invalid test scores: The usefulness of simple nonparametric statistics, 13-05号, 2013
  49. Sobre a comparação de estruturas de classificação: Coeficientes e suas distribuições, Classificação e Análise de dados: Métodos e aplicações, 2013
  50. The Use of the l(z) and l(z)* Person-Fit Statistics and Problems Derived From Model Misspecification, Journal of Educational and Behavioral Statistics, 37巻, 6号, pp. 758-766, 201212
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  51. A CUSUM to Detect Person Misfit, Applied Psychological Measurement, 36巻, 5号, pp. 420-442, 201207
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  52. Some New Results on Orthogonally Constrained Candecomp, Journal of Classification, 28巻, 2号, pp. 144-155, 201107
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  53. First and second-order derivatives for CP and INDSCAL, Chemometrics and Intelligent Laboratory Systems, 106巻, 1号, pp. 27-36, 20110315
    DOIを用いた論文検索結果へのリンク
  54. Some mathematical results on three-way component analysis, 2010
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  55. Simplicity transformations for three-way arrays with symmetric slices, and applications to Tucker-3 models with sparse core arrays, Linear Algebra and Its Applications, 430巻, 4号, pp. 924-940, 20090201
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  56. The link between sufficient conditions by Harshman and by Kruskal for uniqueness in Candecomp/Parafac, Journal of Chemometrics, 23巻, 7-8号, pp. 321-323, 2009
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  57. Detection of Invalid Test Scores: The Usefulness of Simple Nonparametric Statistics, JOURNAL OF EDUCATIONAL MEASUREMENT, 51巻, 3号, pp. 239-259, 2014
    DOIを用いた論文検索結果へのリンク
  58. What are the minimal sample size requirements for mokken scaling? An empirical example with the warwick- edinburgh mental well-being scale, Health Psychology and Behavioral Medicine, 6巻, 1号, pp. 203-213, 20180101
  59. Simplicity transformations for three-way arrays with symmetric slices, and applications to Tucker-3 models with sparse core arrays, LINEAR ALGEBRA AND ITS APPLICATIONS, 430巻, 4号, pp. 924-940, 2009
  60. The link between sufficient conditions by Harshman and by Kruskal for uniqueness in Candecomp/Parafac, JOURNAL OF CHEMOMETRICS, 23巻, 7-8号, pp. 321-323, 2009
  61. First and second-order derivatives for CP and INDSCAL, CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 106巻, 1号, pp. 27-36, 2011
  62. Some New Results on Orthogonally Constrained Candecomp, JOURNAL OF CLASSIFICATION, 28巻, 2号, pp. 144-155, 2011
  63. Using Cumulative Sum Statistics to Detect Inconsistencies in Unproctored Internet Testing, EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 73巻, 1号, pp. 143-161, 2013
  64. Direct transformations yielding the knight's move pattern in 3 x 3 x 3 arrays, CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 129巻, pp. 10-14, 2013
  65. Investigating Measurement Invariance in Computer-Based Personality Testing: The Impact of Using Anchor Items on Effect Size Indices, EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 75巻, 1号, pp. 126-145, 2015
  66. Predicting Performance in Higher Education Using Proximal Predictors, PLOS ONE, 11巻, 4号, 2016
  67. Implicit and Explicit Self-Esteem in Current, Remitted, Recovered, and Comorbid Depression and Anxiety Disorders: The NESDA Study, PLOS ONE, 11巻, 11号, 2016
  68. PerFit: An R Package for Person-Fit Analysis in IRT, JOURNAL OF STATISTICAL SOFTWARE, 74巻, 5号, pp. 1-27, 2016
  69. Identifying levels of general distress in first line mental health services: can GP- and eHealth clients' scores be meaningfully compared?, BMC PSYCHIATRY, 17巻, 2017
  70. Admission testing for higher education: A multi-cohort study on the validity of high- fidelity curriculum-sampling tests, PLOS ONE, 13巻, 6号, 2018
  71. Bayes factors for superiority, non-inferiority, and equivalence designs, BMC MEDICAL RESEARCH METHODOLOGY, 19巻, 2019
  72. Practical consequences of model misfit when using rating scales to assess the severity of attention problems in children, INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH, 28巻, 4号, 2019
  73. Improving the Measurement of Functional Somatic Symptoms with Item Response Theory, JOURNAL OF PSYCHOSOMATIC RESEARCH, 133巻, 2020
  74. Improving the measurement of functional somatic symptoms with Item Response Theory, Assessment
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  75. Does Functional Somatic Symptoms Measurement Differ Across Sex and Age? Differential Item Functioning in Somatic Symptoms Measured With the CIDI, Assessment
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  76. Seven steps toward more transparency in statistical practice, NATURE HUMAN BEHAVIOUR, 5巻, 11号, pp. 1473-1480, 202111
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  77. The Crit coefficient in Mokken scale analysis: a simulation study and an application in quality-of-life research, QUALITY OF LIFE RESEARCH, 31巻, 1号, pp. 49-59, 202201
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外部資金

競争的資金等の採択状況

  1. 科学研究費助成事業(研究活動スタート支援), Thorough overview of the use of the Bayes factor in applied psychological research, 2021年, 2022年