Jorge Tendeiro
Last Updated :2025/06/16
- Affiliations, Positions
- Graduate School of Advanced Science and Engineering, Professor
- Web Site
- E-mail
- tendeiro
hiroshima-u.ac.jp
- Self-introduction
- 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.
Basic Information
Academic Degrees
- University of Groningen
- University of Porto
Educational Activity
Course in Charge
- 2025, Liberal Arts Education Program1, 4Term, Fundamental Data Science
- 2025, Undergraduate Education, 1Term, Social Statistics Analysis I
- 2025, Undergraduate Education, 1Term, Social Statistics Analysis II
- 2025, Liberal Arts Education Program1, 1Term, Introductory Seminar for First-Year Students
- 2025, Undergraduate Education, 4Term, Informatics and Data Science Exercise IV
- 2025, Undergraduate Education, 1Term, Bayesian Statistics
- 2025, Undergraduate Education, 1Term, Data Science Seminar I
- 2025, Undergraduate Education, 2Term, Data Science Seminar II
- 2025, Undergraduate Education, Second Semester, Graduation Thesis
- 2025, Graduate Education (Master's Program) , 1Term, Special Exercises on Informatics and Data Science A
- 2025, Graduate Education (Master's Program) , 2Term, Special Exercises on Informatics and Data Science A
- 2025, Graduate Education (Master's Program) , 3Term, Special Exercises on Informatics and Data Science B
- 2025, Graduate Education (Master's Program) , 4Term, Special Exercises on Informatics and Data Science B
- 2025, Graduate Education (Master's Program) , Year, Special Study on Informatics and Data Science
Research Activities
Academic Papers
- On a generalizable approach for sample size determination in Bayesian t tests, BEHAVIOR RESEARCH METHODS, 57(5), 20250331
- VALID: A Checklist-Based Approach for Improving Validity in Psychological Research, ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 8(1), 202501
- Introduction to the Bayes factor: A Shiny/R app, TEACHING STATISTICS, 47(1), 5-16, 202501
- Assessment of fit of the time-varying dynamic partial credit model using the posterior predictive model checking method, BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 77(3), 532-552, 202411
- Adding an egg in algorithmic decision making: improving stakeholder and user perceptions, and predictive validity by enhancing autonomy, EUROPEAN JOURNAL OF WORK AND ORGANIZATIONAL PSYCHOLOGY, 33(3), 245-262, 20230503
- A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data, MULTIVARIATE BEHAVIORAL RESEARCH, 59(1), 78-97, 20240102
- ★, Diagnosing the Misuse of the Bayes Factor in Applied Research, ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 7(1), 1-19, 202401
- Performance of Nonparametric Person-Fit Statistics with Unfolding versus Dominance Response Models, MEASUREMENT-INTERDISCIPLINARY RESEARCH AND PERSPECTIVES, 21(4), 232-253, 20231002
- The Effects of Aberrant Responding on Model-Fit Assuming Different Underlying Response Processes, APPLIED PSYCHOLOGICAL MEASUREMENT, 47(5-6), 420-437, 202309
- Decisions About Equivalence: A Comparison of TOST, HDI-ROPE, and the Bayes Factor, PSYCHOLOGICAL METHODS, 28(3), 740-755, 202306
- A Review of Applications of the Bayes Factor in Psychological Research, PSYCHOLOGICAL METHODS, 28(3), 558-579, 202306
- Using Structural Equation Modeling to Study Traits and States in Intensive Longitudinal Data, PSYCHOLOGICAL METHODS, 27(1), 17-43, 202202
- On the White, the Black, and the Many Shades of Gray in Between: Our Reply to Van Ravenzwaaij and Wagenmakers (2021), PSYCHOLOGICAL METHODS, 27(3), 466-475, 202206
- ★, With Bayesian estimation one can get all that Bayes factors offer, and more, Psychonomic Bulletin & Review, 30(2), 534-552, 202304
- The autonomy-validity dilemma in mechanical prediction procedures: The quest for a compromise, JOURNAL OF BEHAVIORAL DECISION MAKING, 35(4), 202210
- On the Potential Mismatch Between the Function of the Bayes Factor and Researchers? Expectations, COLLABRA-PSYCHOLOGY, 8(1), 20220622
- 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(3), 438-451, 20220504
- Education Increases Decision-Rule Use: An Investigation of Education and Incentives to Improve Decision Making, JOURNAL OF EXPERIMENTAL PSYCHOLOGY-APPLIED, 28(1), 166-178, 202203
- ★, Worked-out examples of the adequacy of Bayesian optional stopping, Psychonomic Bulletin & Review, 29(1), 70-87, 202202
- On the Practical Consequences of Misfit in Mokken Scaling, Applied Psychological Measurement, 44(6), 482-496, 202009
- Improving the Measurement of Functional Somatic Symptoms With Item Response Theory, Assessment, 28(8), 1960-1970, 20200806
- ★, A Review of Issues About Null Hypothesis Bayesian Testing, Psychological Methods, 24(6), 774-795, 201912
- Gender Based Differential Prediction by Curriculum Samples for College Admissions, Educational Measurement: Issues and Practice, 38(3), 33-45, 201909
- Guilt in Bereavement: Its Relationship with Complicated Grief and Depression, International Journal of Psychology, 54(4), 454-461, 201908
- GGUM: An R package for fitting the Generalized Graded Unfolding Model, Applied Psychological Measurement, 43(2), 172-173, 201903
- Predicting Future Academic Success: How a Bayesian Approach Can Be of Help in Analyzing and Interpreting Admission Test Scores, Law School Admission Council, 2019
- The influence of the psychometric quality of a test when making admission decisions, Law School Admission Council, 18-04(18-04), 20180901
- Unidimensional item response theory, The Wiley handbook of psychometric testing, 413-433, 20180530
- Corrigendum: The use of subscores in higher education: When is this useful?, Frontiers in Psychology, 9(873), 20180528
- Investigating the practical consequences of model misfit in unidimensional IRT models, Applied Psychological Measurement, 41(6), 439-455, 201709
- The use of subscores in exams in higher education: When is this useful?, Frontiers in Psychology, 8(305), 20170307
- Applying organizational justice theory to admission into higher education, International Journal of Selection and Assessment, 25(1), 72-84, 201703
- Measuring non-cognitive predictors in high-stakes contexts, Personality and Individual Differences, 106, 183-189, 20170201
- The lz(p)* Person-Fit Statistic in an Unfolding Model Context, Applied Psychological Measurement, 41(1), 44-59, 20170101
- Detecting careless respondents in web-based questionnaires, Journal of Research in Personality, 63, 1-11, 201608
- Individual differences in very young childrens English acquisition in China, Bilingualism: Language and Cognition, 19(3), 550-566, 201605
- A Practical Guide to Check the Consistency of Item Response Patterns in Clinical Research Through Person-Fit Statistics, Assessment, 23(1), 52-62, 2016
- Person fit assessment using the PerFit package in R, Quantitative methods for psychology, 12(3), 232-242, 2016
- How serious is IRT misfit for practical decision-making?, Law School Admission Council, 04, 201510
- Detection of Invalid Test Scores on Admission Tests, Law School Admission Council, 03, 201503
- Derivation and Applicability of Asymptotic Results for Multiple-Subtest Person-Fit Statistics, Applied Psychological Measurement, 40, 274-288, 2016
- Verantwoording onderzoek werkgroep Meijer: Aanvullingen COTAN Beoordelingssysteem wat betreft normering referentieniveaus en computer adaptief toetsen van andere eindtoetsen (deel 1), NIP en Ministerie OCW, 2015
- Verantwoording onderzoek werkgroep Meijer: Aanvullingen COTAN Beoordelingssysteem wat betreft volg-aspect van leerlingen onderwijsvolgsystemen (deel 2), NIP en Ministerie OCW, 2015
- The effect of item and person misfit in selection decisions: An empirical study, Law School Admission Council, 15(05), 2015
- The Use of Nonparametric Item Response Theory to Explore Data Quality, Handbook of Item Response Theory Modeling, 85-110, 201412
- The Use of Person-Fit Scores in High-Stakes Educational Testing: How to Use Them and What They Tell Us, Law School Admission Council, 201404
- The probability of Exceedance as a nonparametric person-fit statistic for tests of moderate length, Applied Psychological Measurement, 37(8), 653-665, 20130613
- Detection of invalid test scores: The usefulness of simple nonparametric statistics, Law School Admission Council, 13(05), 2013
- 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(6), 758-766, 201212
- A CUSUM to detect person misfit: A discussion and some alternatives for existing procedures, Applied Psychological Measurement, 36(5), 420-442, 201207
- Some mathematical results on three-way component analysis, University of Groningen, 20101031
- Detection of Invalid Test Scores: The Usefulness of Simple Nonparametric Statistics, Journal of Educational Measurement, 51(3), 239-259, 20140828
- 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(1), 203-213, 20180101
- ★, 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(4), 924-940, 2009
- The link between sufficient conditions by Harshman and by Kruskal for uniqueness in Candecomp/Parafac, Journal of Chemometrics, 23(7-8), 321-323, 2009
- ★, First and second-order derivatives for CP and INDSCAL, Chemometrics and Intelligent Laboratory Systems, 106(1), 27-36, 20110315
- Some New Results on Orthogonally Constrained Candecomp, Journal of Classification, 28(2), 144-155, 201107
- Using Cumulative Sum Statistics to Detect Inconsistencies in Unproctored Internet Testing, Educational and Psychological Measurement, 73(1), 143-161, 201302
- ★, Direct transformations yielding the knight's move pattern in 3 x 3 x 3 arrays, Chemometrics and Intelligent Laboratory Systems, 129, 10-14, 20131115
- Investigating Measurement Invariance in Computer-Based Personality Testing: The Impact of Using Anchor Items on Effect Size Indices, Educational and Psychological Measurement, 75(1), 126-145, 201502
- Predicting Performance in Higher Education Using Proximal Predictors, PLoS ONE, 11(4), 20160413
- Implicit and Explicit Self-Esteem in Current, Remitted, Recovered, and Comorbid Depression and Anxiety Disorders: The NESDA Study, PLOS ONE, 11(11), 20161115
- ★, PerFit: An R Package for Person-Fit Analysis in IRT, Journal of Statistical Software, 74(5), 1-27, 201610
- Identifying levels of general distress in first line mental health services: can GP- and eHealth clients' scores be meaningfully compared?, BMC Psychiatry, 17, 382, 20171201
- Admission testing for higher education: A multi-cohort study on the validity of high- fidelity curriculum-sampling tests, PLoS ONE, 13(6), 20180611
- Bayes factors for superiority, non-inferiority, and equivalence designs, BMC Medical Research Methodology, 19, 20190329
- 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(4), 2019
- Improving the Measurement of Functional Somatic Symptoms with Item Response Theory, JOURNAL OF PSYCHOSOMATIC RESEARCH, 133, 2020
- Does Functional Somatic Symptoms Measurement Differ Across Sex and Age? Differential Item Functioning in Somatic Symptoms Measured With the CIDI, Assessment, 29(7), 1392-1405, 20221001
- Seven steps toward more transparency in statistical practice, NATURE HUMAN BEHAVIOUR, 5(11), 1473-1480, 202111
- The Crit coefficient in Mokken scale analysis: a simulation study and an application in quality-of-life research, QUALITY OF LIFE RESEARCH, 31(1), 49-59, 202201
Invited Lecture, Oral Presentation, Poster Presentation
- Symposium 'Emerging Alternatives to Traditional Null Hypothesis Significance Testing' - The Bayes factor, Jorge N. Tendeiro, APS 2024, 2024/05/24, Without Invitation, English, other
- Colloquium — Bayesian inference: Alternatives to null hypothesis significance testing, Jorge N. Tendeiro, University of Washington - Psychology Edwards Colloquium, 2024/05/22, With Invitation, English, other
- Workshop — An introduction to Bayesian inference, Jorge N. Tendeiro, University of Washington - Psychology Edwards Workshop, 2024/05/21, With Invitation, English
- Perspectives on the Bayes factor, Jorge N. Tendeiro, Seminar CEAUL & CEMAT, Lisbon University, 2023/03/01, With Invitation, other, other
- Misuse of Bayesian inference in applied research: Current status and constructive feedback, Jorge N. Tendeiro, CSP 2023, 2023/02/03, Without Invitation, English, other
- The Bayes factor: Statistical properties and a diagnosis of its use in applied research, Jorge N. Tendeiro, Research Meeting, Hiroshima University, 2023/01/06, With Invitation, English, other
- Why, When & How to use Bayes Factors, Jorge N. Tendeiro, Podcast 'Learning Bayesian Statistics', Episode 69: Why, When & How to use Bayes Factors, 2022/10/07, With Invitation, English, other
- Introdução à Estatística Bayesiana, Jorge N. Tendeiro, II ciclo de seminários de Bioestatística e Bioinformática Aplicadas à Saúde, Instituto Politécnico do Porto, Escola Superior de Saúde, Portugal, 2022/02/04, With Invitation, other, other
- Open Science, Jorge N. Tendeiro, HIRAKU Consortium Researchers Event 2021, Hiroshima University, 2021/12/22, With Invitation, English, other
- Different perspectives on the Bayes factor, Jorge N. Tendeiro, IOPS Winter 2021, 2021/12/09, With Invitation, English, other
- Open Science: A must for modern 21st century researchers, Jorge N. Tendeiro, HIRAKU-Global Starter Course 2021, Hiroshima University, 2021/08/24, With Invitation, English, other
- An introduction to Bayesian statistics, Jorge N. Tendeiro, GSMS 2020, University Medical Center Groningen, 2020/10/29, With Invitation, English, other
- Robustness of Bayesian null hypothesis testing under optional stopping, Jorge N. Tendeiro, IMPS 2020, 2020/07/14, Without Invitation, English, other
- Bayesian statistics as a therapy for frequentist problems, Jorge N. Tendeiro, SHARE Day, University Medical Center Groningen, 2019/11/14, With Invitation, English, other
- My current views over the Bayes factor, Jorge N. Tendeiro, University of Tokyo invited speaker, 2019/08/20, With Invitation, English, other
- From frequentist problems towards Bayesian solutions, Jorge N. Tendeiro, Nagoya University invited speaker, 2019/08/10, With Invitation, English, other
- Implications of teaching Bayesian statistics to undergraduate psychology students, Henk A. L. Kiers, Rink Hoekstra, Jorge N. Tendeiro, Don van Ravenzwaaij, SIPS 2019, 2019/07/08, Without Invitation, English, other
- Elaborating on issues with Bayes factors, Jorge N. Tendeiro, IMPS 2018, 2018/07/10, Without Invitation, English, other
- Three-mode principal component analysis (3MPCA) and item response theory, Jorge N. Tendeiro, University of Osaka invited lecture, 2017/07/28, With Invitation, English, other
- Unfolding IRT models : Do they always fit when expected?, Jorge N. Tendeiro, IMPS 2017, 2017/07/20, Without Invitation, English, other
- Cumulative vs unfolding IRT models : How practice may defy theory, Jorge N. Tendeiro, ECPA 2017, 2017/07/07, Without Invitation, English, other
- Detecting misfitting response patterns in educational testing : An empirical application, Jorge N. Tendeiro, ITC 2014, 2014/07/05, Without Invitation, English, other
- Detecting cheating in unproctored internet testing settings using CUSUMs (and more), Jorge N. Tendeiro, ITC 2012, 2012/07/03, Without Invitation, English, other
- Simplicity transformations for three-way arrays with symmetric slices, Jorge N. Tendeiro, CSAM 2011, 2011/06/17, Without Invitation, English, other
- Simplicity transformations for three-way arrays with symmetric slices, Jorge N. Tendeiro, 20th IOPS Winter Conference, 2010/12/16, Without Invitation, English, other
- First and second order derivatives for CP and INDSCAL, Jorge N. Tendeiro, 25th IOPS Summer Conference, 2010/06/11, Without Invitation, English, other
- Three-way PCA, Jorge N. Tendeiro, JOCLAD 2010, 2010/03/25, Without Invitation, English, experimental
- Simplicity transformations for three-way arrays with symmetric slices, Jorge N. Tendeiro, TRICAP 2009, 2009/06/15, Without Invitation, English, other
- Simplicity transformations for three-way arrays with symmetric slices, Jorge N. Tendeiro, 17th IOPS Winter Conference, 2007/12/12, Without Invitation, English, other
- A validation methodology in hierarchical clustering, Jorge N. Tendeiro, ASMDA 2005, 2005/05/17, Without Invitation, English, other
External Funds
Acceptance Results of Competitive Funds
- KAKENHI(Grant-in-Aid for Research Activity Start-up), 2021, 2022