REI MONDEN

Last Updated :2024/06/17

Affiliations, Positions
Hiroshima University
E-mail
mondenrhiroshima-u.ac.jp

Basic Information

Academic Degrees

  • University of Groningen
  • University of Groningen

Research Fields

  • Informatics;Principles of Informatics;Statistical science

Research Keywords

  • longitudinal data analysis
  • Bayesian meta-analysis
  • Three-mode Principal Component Analysis

Educational Activity

Course in Charge

  1. 2024, Liberal Arts Education Program1, 4Term, Fundamental Data Science
  2. 2024, Graduate Education (Master's Program) , 3Term, Data Literacy
  3. 2024, Undergraduate Education, 2Term, Descriptive Statistics
  4. 2024, Undergraduate Education, 4Term, Basic and practice in Categorical data analysis
  5. 2024, Undergraduate Education, 4Term, Informatics and Data Science Exercise IV(Data Science Program)
  6. 2024, Undergraduate Education, 1Term, Data Science Seminar I
  7. 2024, Undergraduate Education, 2Term, Data Science Seminar II
  8. 2024, Undergraduate Education, Second Semester, Graduation Thesis
  9. 2024, Graduate Education (Master's Program) , 1Term, Special Exercises on Informatics and Data Science A
  10. 2024, Graduate Education (Master's Program) , 2Term, Special Exercises on Informatics and Data Science A
  11. 2024, Graduate Education (Master's Program) , 3Term, Special Exercises on Informatics and Data Science B
  12. 2024, Graduate Education (Master's Program) , 4Term, Special Exercises on Informatics and Data Science B
  13. 2024, Graduate Education (Master's Program) , Academic Year, Special Study on Informatics and Data Science

Research Activities

Academic Papers

  1. Estimation Algorithms for MLE of Three-Mode GMANOVA Model with Kronecker Product Covariance Matrix, Intelligent Decision Technologies, 203-213, 20230530
  2. Implications of the Usage of Three-Mode Principal Component Analysis with a Fixed Polynomial Basis, Intelligent Decision Technologies, 214-224, 20230530
  3. THE SNP-HERITABILITY OF INTERNALIZING AND FUNCTIONAL DISORDERS IN THE NORTHERN DUTCH POPULATION, European Neuropsychopharmacology, 63, e47-e48, 20221001
  4. Comparing the evidential strength for psychotropic drugs: a Bayesian meta-analysis, Psychological Medicine, 51(16), 2752-2761, 202101
  5. 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, 202210
  6. School Social Capital Mediates Associations Between ASD Traits and Depression Among Adolescents in General Population., Journal of autism and developmental disorders, 20220802
  7. Subgrouping school-aged children on the autism spectrum based on co-occurring psychiatric symptoms, RESEARCH IN AUTISM SPECTRUM DISORDERS, 95, 202207
  8. Comparing the evidential strength for psychotropic drugs: a Bayesian meta-analysis., Psychological medicine, 1-10, 20211008
  9. Towards personalized assessment of fatigue perpetuating factors in patients with chronic fatigue syndrome using ecological momentary assessment: A pilot study., Journal of psychosomatic research, 140, 110296-110296, 202101
  10. Improving the Measurement of Functional Somatic Symptoms With Item Response Theory, ASSESSMENT, 28(8), 1073191120947153-1073191120947153, 202008
  11. Predictors of new onsets of irritable bowel syndrome, chronic fatigue syndrome and fibromyalgia: the lifelines study., Psychological medicine, 1-9, 20200617
  12. Grip self-help: First analyses of referrals to an online toolbox for patient-tailored care for functional somatic symptoms in primary care, Journal of Psychosomatic Research, 133, 110066-110066, 202006
  13. Gender and sex independently associate with common somatic symptoms and lifetime prevalence of chronic disease, SOCIAL SCIENCE & MEDICINE, 253, 112968-112968, 202005
  14. Development of Grip self-help: An online patient-tailored self-help intervention for functional somatic symptoms in primary care, INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH, 19, 100297-100297, 202003
  15. Both sex and gender influence occurrence of common somatic symptoms, JOURNAL OF PSYCHOSOMATIC RESEARCH, 121, 135-136, 201906
  16. Bayes factors for superiority, non-inferiority, and equivalence designs, BMC MEDICAL RESEARCH METHODOLOGY, 19(1), 71-71, 201903
  17. The comparative evidence basis for the efficacy of second-generation antidepressants in the treatment of depression in the US: A Bayesian meta-analysis of Food and Drug Administration reviews, JOURNAL OF AFFECTIVE DISORDERS, 235, 393-398, 201808
  18. Bayesian reanalysis of null results reported in medicine: Strong yet variable evidence for the absence of treatment effects, PLOS ONE, 13(4), e0195474, 201804
  19. Toward evidence-based medical statistics: a Bayesian analysis of double-blind placebo-controlled antidepressant trials in the treatment of anxiety disorders, INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH, 25(4), 299-308, 201612
  20. Predicting long-term depression outcome using a three-mode principal component model for depression heterogeneity, JOURNAL OF AFFECTIVE DISORDERS, 189, 1-9, 201601
  21. Symptom-specific course trajectories and their determinants in primary care patients with Major Depressive Disorder: Evidence for two etiologically distinct prototypes, Journal of Affective Disorders, 179, 38-46, 201507
  22. Simultaneous Decomposition of Depression Heterogeneity on the Person-, Symptom- and Time-Level: The Use of Three-Mode Principal Component Analysis, PLOS ONE, 10(7), e0132765, 201507

Invited Lecture, Oral Presentation, Poster Presentation

  1. Grip self-help: First analyses of referrals to an online toolbox for patient-tailored care for functional somatic symptoms in primary care, Judith Rosmalen, Judith Rosmalen, Rei Monden, Denise Hanssen, European Association of Psychosomatic Medicine, 2020/12/04, Without Invitation, English, Online
  2. Both sex and gender influence occurrence of common somatic symptoms, Rei Monden, Rei Monden, Irma Bonvanie, Judith Rosmalen, European Association of Psychosomatic Medicine, 2019/06/21, Without Invitation, English, Rotterdam, the Netherlands
  3. Improving the Measurement of Functional Somatic Symptoms with Item Response Theory, A. Acevedo-Mesa, J. Tendeiro, A. Roest, J. Rosmalen, R. Monden, A. Acevedo-Mesa, J. Tendeiro, A. Roest, J. Rosmalen, R. Monden, Psychosomatic Research, 2020/06/20, Without Invitation, English, Online
  4. Toward evidence-based medicine: the use of bayes factors to evaluate the efficacy of antidepressants, Rei Monden, R. Monden, A.M. Roest, E. J. Wagenmakers, D. van Ravenzwaaij, R. Morey, K. Wardenaar, S. de Vos, P. de Jonge, 8th Biennial Conference of the International-Society-for-Affective-Disorders, 2016/07/16, Without Invitation, English, Amsterdam, the Netherlands
  5. The risk factors for new onsets of Irritable Bowel Syndrome, Chronic Fatigue Syndrome and Fibromyalgia: the Lifelines study, Francis Creed, Rei Monden, Judith Rosmalen, European Association of Psychosomatic Medicine, 2018/06/30, Without Invitation, English
  6. Course trajectories of functional somatic symptoms, depression and anxiety during adolescence, Rei Monden, Ella Bekhuis, Judith Rosmalen, Rei Monden, European Association of Psychosomatic Medicine, 2018/06/27, Without Invitation, English, Verona, Italy
  7. Toward evidence-based medical statistics: Re-evaluate the efficacy of antidepressants by using Bayes factors, Rei Monden, R. Monden, S de Vos, KJ Wardenaar, AM Roest, R Morey, EJ Wagenmakers, European Congress of Psychiatry, 2016/03/12, Without Invitation, English, European Psychiatry, Madrid

External Funds

Acceptance Results of Competitive Funds

  1. Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B), Developing an Evidence-Based Child Suicide Prevention System Using Large Prospective Cohort Data, 2022/04/01, 2026/03/31