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Author

  • Jeroen Vermunt

Accounting for individual differences in the development of verbal and visual short term memory processes in children

Koppenol-Gonzalez, G. V., Bouwmeester, S. & Vermunt, J. K., 2018, In : Learning and Individual Differences. 66, p. 29-37

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
7 Downloads (Pure)

A comparison of incomplete data methods for categorical data

van der Palm, D. W., van der Ark, L. A. & Vermunt, J. K., 2016, In : Statistical Methods in Medical Research. 25, 2, p. 754-774

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)

A conceptual and methodological framework for psychometric isomorphism: Validation of multilevel construct measures

Tay, L., Woo, S. E. & Vermunt, J. K., 2014, In : Organizational Research Methods. 17, p. 77-106

Research output: Contribution to journalArticleScientificpeer-review

33 Citations (Scopus)

A continuous-time mixture latent-state-trait Markov model for experience sampling data application and evaluation

Crayen, C., Eid, M., Lischetzke, T. & Vermunt, J. K., Jul 2017, In : European Journal of Psychological Assessment. 33, 4, p. 296-311

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)

A factor mixture model for multivariate survival data: An application to the analysis of lifetime mental disorders

Almansa, J., Vermunt, J. K., Forero, C. G. & Alonso, J., 2014, In : Journal of the Royal Statistical Society, Series C. 63, p. 85-102

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

A mixture model with random-effects components for classifying sibling pairs

Martella, F., Vermunt, J. K., Beekman, M., Westendorp, R. G. J., Slagboom, P. E. & Houwing-Duistermaat, J. J., 2011, In : Statistics in Medicine. 30, 27, p. 3252-3264

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

A model-based approach to goodness-of-fit evaluation in item response theory

Oberski, D. L. & Vermunt, J. K., 2013, In : Measurement. Journal of the International Measurement Confederation. 11, 3, p. 117-122

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models

Oberski, D. L., van Kollenburg, G. H. & Vermunt, J. K., 2013, In : Advances in Data Analysis and Classification. 7, 3, p. 267-279

Research output: Contribution to journalArticleScientificpeer-review

20 Citations (Scopus)

A Personalized Data-to-Text Support Tool for Cancer Patients

Hommes, S., van der Lee, C., Clouth, F., Vermunt, J., Verbeek, X. & Krahmer, E., 2019.

Research output: Contribution to conferencePaperScientificpeer-review

Open Access

A semi-parametric within-subject mixture approach to the analyses of responses and response times

Molenaar, D., Bolsinova, M. & Vermunt, J. K., 2018, In : British Journal of Mathematical and Statistical Psychology. 71, 2, p. 205-228

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Downloads (Pure)

Assessing model fit in latent class analysis when asymptotics do not hold

van Kollenburg, G. H., Mulder, J. & Vermunt, J. K., 2015, In : Methodology: European Journal of Research Methods for the Behavioral and Social Sciences. 11, 2, p. 65-79

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
8 Citations (Scopus)
53 Downloads (Pure)

Assessing the item response theory with covariate (IRT-C) procedure for ascertaining differential item functioning

Tay, L., Vermunt, J. K. & Wang, C., 2013, In : International Journal of Testing. 13, 3, p. 201-222

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)
Open Access
File
4 Citations (Scopus)
18 Downloads (Pure)
Open Access
File
3 Citations (Scopus)
21 Downloads (Pure)

Bias-adjusted three-step latent Markov modeling with covariates

Di Mari, R., Oberski, D. L. & Vermunt, J. K., 2016, In : Structural Equation Modeling. 23, 5, p. 649-660

Research output: Contribution to journalArticleScientificpeer-review

Building latent class growth trees

Van Den Bergh, M. & Vermunt, J. K., 2018, In : Structural Equation Modeling. 25, 3, p. 331-342

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Citations (Scopus)
14 Downloads (Pure)

Building latent class trees, with an application to a study of social capital

van den Bergh, M., Schmittmann, V. D. & Vermunt, J. K., 2 Jun 2017, In : Methodology: European Journal of Research Methods for the Behavioral and Social Sciences. 13, p. 13-22 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Citations (Scopus)
82 Downloads (Pure)

Casting wider nets for anxiety and depression: disability-driven cross-diagnostic subtypes in a large cohort

Wanders, R. B. K., Van Loo, H. M., Vermunt, J. K., Meijer, R. R., Hartman, C. A., Schoevers, R. A., Wardenaar, K. J. & De Jonge, P., 1 Dec 2016, In : Psychological Medicine. 46, 16, p. 3371-3382

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)

Categorical response data

Vermunt, J. K., 2013, The SAGE Handbook of Multilevel Modeling. Scott, M. A., Simonof, J. S. & Marx, B. D. (eds.). Thousand Oaks: Sage, p. 287-298 696 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Clustering financial time series: New insights from an extended hidden Markov model

Dias, J. G., Vermunt, J. K. & Ramos, S., 2015, In : European Journal of Operational Research. 243, 3, p. 852 - 864

Research output: Contribution to journalArticleScientificpeer-review

30 Citations (Scopus)

Clustering of drinker prototype characteristics: What characterizes the typical drinker?

van Lettow, B., Vermunt, J. K., de Vries, H., Burdorf, A. & van Empelen, P., 2013, In : British Journal of Psychology. 104, 3, p. 382-399

Research output: Contribution to journalArticleScientificpeer-review

21 Citations (Scopus)
Open Access
File
20 Downloads (Pure)

Controlling for response order effects in ranking items using latent choice factor modeling

Vriens, I. P. M., Moors, G. B. D., Gelissen, J. P. T. M. & Vermunt, J. K., 2017, In : Sociological Methods & Research. 46, 2, p. 218-241

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Data-driven shared decision making on cancer treatment

Hommes, S., Clouth, F., Vromans, R., Geleijnse, G., Pauws, S., Vermunt, J., van de Poll-Franse, L. V. & Krahmer, E., 2 Oct 2019.

Research output: Contribution to conferencePosterOther research output

Data-driven shared decision-making on cancer treatment

Vromans, R., Hommes, S., Clouth, F., Pauws, S., Vermunt, J., Geleijnse, G., van Eenbergen, M., Verbeek, X., van de Poll-Franse, L. V. & Krahmer, E., 2019.

Research output: Contribution to conferencePosterOther research output

Dealing with data streams: An online, row-by-row estimation tutorial

Ippel, G. J. E., Kaptein, M. C. & Vermunt, J. K., 2017, In : Methodology: European Journal of Research Methods for the Behavioral and Social Sciences. 12, 4, p. 124-138

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Dealing with extreme response style in cross-cultural research: A restricted latent class factor Analysis approach

Morren, M. H., Gelissen, J. P. T. M. & Vermunt, J. K., 2011, In : Sociological Methodology. 41, 1, p. 13-47

Research output: Contribution to journalArticleScientificpeer-review

31 Citations (Scopus)

Deciding on the starting number of classes of a latent class tree

Van Den Bergh, M., Van Kollenburg, G. H. & Vermunt, J. K., 2018, In : Sociological Methodology. 48, 1, p. 303-336

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
17 Downloads (Pure)

Depression trajectories, inflammation, and lifestyle factors in adolescence: The TRacking Adolescents' Individual Lives Survey

Duivis, H. E., Kupper, N., Vermunt, J. K., Penninx, B. W., Bosch, N. M., Riese, H., Oldehinkel, A. J. & de Jonge, P., 2015, In : Health Psychology. 34, 11, p. 1047-1057

Research output: Contribution to journalArticleScientificpeer-review

14 Citations (Scopus)

Dietary patterns and oral and pharyngeal cancer using latent class analysis

Dalmartello, M., Decarli, A., Ferraroni, M., Bravi, F., Serraino, D., Garavello, W., Negri, E., Vermunt, J. & La Vecchia, C., 2020, In : International Journal of Cancer. 147, 3, p. 719-727

Research output: Contribution to journalArticleScientificpeer-review

Divisive latent class modeling as a density estimation method for categorical data

van der Palm, D. W., van der Ark, L. A. & Vermunt, J. K., 2016, In : Journal of Classification. 33, 1, p. 52-72

Research output: Contribution to journalArticleScientificpeer-review

7 Citations (Scopus)

Estimating multilevel models on data streams

Ippel, L., Kaptein, M. C. & Vermunt, J. K., 2019, In : Psychometrika. 84, 1, p. 41-64

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
12 Downloads (Pure)

Estimating random-intercept models on data streams

Ippel, G. J. E., Kaptein, M. C. & Vermunt, J. K., 2016, In : Computational Statistics & Data Analysis. 104, p. 169–182

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Estimating the association between latent class membership and external variables using bias-adjusted three-step approaches

Bakk, Z., Tekle, F. B. & Vermunt, J. K., 2013, In : Sociological Methodology. 43, 1, p. 272-311

Research output: Contribution to journalArticleScientificpeer-review

149 Citations (Scopus)

Estimating the number of serious road injuries per vehicle type in the Netherlands by using multiple imputation of latent classes

Boeschoten, L., de Waal, T. & Vermunt, J., 2019, In : Journal of the Royal Statistical Society A. 182, 4, p. 1463-1486

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
18 Downloads (Pure)

Evaluating measurement invariance in categorical data latent variable models with the epc-interest

Oberski, D. L., Vermunt, J. K. & Moors, G. B. D., 2015, In : Political Analysis. 23, 4, p. 550-563

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Event history analysis

Tekle, F. B. & Vermunt, J. K., 2012, APA handbook of research methods in psychology, Vol 3: Data analysis and research publication. Cooper, H., Camic, P. M., Long, D. L., Panter, A. T., Rindskopf, D. & Sher, K. J. (eds.). Washington: American Psychological Association, p. 267-290

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Exploring dynamics in mood regulation - mixture latent Markov modeling of ambulatory assessment data

Crayen, C., Eid, M., Lischetzke, T., Courvoisier, D. S. & Vermunt, J. K., 2012, In : Psychosomatic Medicine. 74, 4, p. 366-376

Research output: Contribution to journalArticleScientificpeer-review

11 Citations (Scopus)

Exploring risk groups workplace bullying with categorical data

Notelaers, G., Vermunt, J. K., Baillien, E., Einarsen, S. & de Witte, H., 2011, In : Industrial Health. 49, 1, p. 73-88

Research output: Contribution to journalArticleScientificpeer-review

56 Citations (Scopus)

Exploring the response process of culturally differing survey respondents with a response style: A sequential mixed methods study

Morren, M. H., Gelissen, J. P. T. M. & Vermunt, J. K., 2013, In : Field Methods. 25, 2, p. 162-181

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Goodness-of-fit of multilevel latent class models for categorical data

Nagelkerke, E., Oberski, D. L. & Vermunt, J. K., 2016, In : Sociological Methodology. 46, 1, p. 252-282

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Hidden Markov item response theory models for responses and response times

Molenaar, D., Oberski, D. L., Vermunt, J. K. & De Boeck, P., 2 Sep 2016, In : Multivariate Behavioral Research. 51, 5, p. 606-626

Research output: Contribution to journalArticleScientificpeer-review

Open Access
20 Citations (Scopus)

How real is mobility between low pay, high pay and non-employment?

Pavlopoulos, D., Muffels, R. J. A. & Vermunt, J. K., 2012, In : Journal of the Royal Statistical Society, Series A. 175, 3, p. 749-773

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

Identifying dietary patterns using a normal mixture model: Application to the EPIC study

Fahey, M. T., Ferrari, P., Slimani, N., Vermunt, J. K., White, I. R., Hoffmann, K., Wirfält, E., Bamia, C., Touvier, M., Linseisen, J., Rodríguez-Barranco, M., Tumino, R., Lund, E., Overvad, K., Bueno de Mesquita, B., Bingham, S. & Riboli, E., 2012, In : Journal of Epidemiology and Community Health. 66, p. 89-94

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)

Identifying return to work trajectories among employees on sick leave due to mental health problems using latent class transition analysis

Spronken, M., Brouwers, E. P. M., Vermunt, J. K., Arends, I., Oerlemans, W. G. M., Van Der Klink, J. J. L. & Joosen, M. C. W., 2020, In : BMJ Open. 10, 2, 10 p., e032016.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
14 Downloads (Pure)

Identifying the different courses of cognitive functioning across time in patients with breast cancer treated with chemotherapy (abstract)

Pullens, M. J. J., Vermunt, J. K., Roukema, J. A., Van Riel, J. M. G. H., Roerdink, H. T. J. & De Vries, J., Sep 2013, In : European Journal of Cancer: Official journal for European Organization for Research and Treatment of Cancer (EORTC). 49, p. S437-S437

Research output: Contribution to journalMeeting AbstractOther research output

Insomnia disorder subtypes derived from life history and traits of affect and personality

Blanken, T. F., Benjamins, J. S., Borsboom, D., Vermunt, J. K., Paquola, C., Ramautar, J., Dekker, K., Stoffers, D., Wassing, R., Wei, Y. & Van Someren, E. J. W., 2019, In : The Lancet Psychiatry. 6, 2, p. 151-163

Research output: Contribution to journalArticleScientificpeer-review

29 Citations (Scopus)

Item Response Theory with Covariates (IRT-C): Assessing item recovery and differential item functioning for the three-parameter logistic model

Tay, L., Huang, Q. & Vermunt, J. K., 2016, In : Educational and Psychological Measurement. 76, 1, p. 22-42 21 p.

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

K-means may perform as well as mixture model clustering but may also be much worse: Comment on Steinley and Brusco (2011)

Vermunt, J. K., 2011, In : Psychological Methods. 16, 1, p. 82-88

Research output: Contribution to journalArticleScientificpeer-review

26 Citations (Scopus)

Kraepelin was right: A latent class analysis of symptom dimensions in patients and controls

Derks, E. M., Allardyce, J., Boks, M. P. M., Vermunt, J. K., Hijman, R. & Ophoff, R. A., 2012, In : Schizophrenia bulletin. 38, 3, p. 495-505

Research output: Contribution to journalArticleScientificpeer-review

25 Citations (Scopus)