Publications
2023
Scholarly publications
Cai, M., van Buuren, S., & Vink, G. (2023). Joint distribution properties of fully conditional specification under the normal linear model with normal inverse-gamma priors. Scientific Reports, 13(1), 1-7. [644]. https://doi.org/10.1038/s41598-023-27786-y
2022
Scholarly publications
Cai, M., van Buuren, S., & Vink, G. (2022). How to relate potential outcomes: Estimating individual treatment effects under a given specified partial correlation. (pp. 1-37). arXiv. https://doi.org/10.48550/arXiv.2208.12931
Vink, G. (Author). (2022). Strategies for simulating missingness. Software, GitHub. https://doi.org/10.5281/zenodo.7467994
Cai, M., & Vink, G. (2022). A note on imputing squares via polynomial combination approach. Computational Statistics, 37(5), 2185-2201. https://doi.org/10.1007/s00180-022-01194-8
Gopalakrishna, G., ter Riet, G., Vink, G., Stoop, I., Wicherts, J. M., & Bouter, L. M. (2022). Prevalence of questionable research practices, research misconduct and their potential explanatory factors: A survey among academic researchers in the Netherlands. PLoS One, 17(2 February), [e0263023]. https://doi.org/10.1371/journal.pone.0263023
Gopalakrishna, G., Wicherts, J. M., Vink, G., Stoop, I., van den Akker, O. R., ter Riet, G., & Bouter, L. M. (2022). Prevalence of responsible research practices among academics in The Netherlands. F1000Research, 11, 1-34. [471]. https://doi.org/10.12688/f1000research.110664.2
Fopma, A., Cai, M., Buuren, S. V., & Vink, G. (2022). A blended distance to define "people-like-me". (pp. 1-19). arXiv. https://doi.org/10.48550/arXiv.2207.04650
Cai, M., Buuren, S. V., & Vink, G. (2022). Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking. (pp. 1-48). arXiv. https://doi.org/10.48550/arXiv.2208.12929
Cai, M., van Buuren, S., & Vink, G. (2022). Generalizing Univariate Predictive Mean Matching to Impute Multiple Variables Simultaneously. In K. Arai (Ed.), Intelligent Computing - Proceedings of the 2022 Computing Conference (pp. 75-91). (Lecture Notes in Networks and Systems; Vol. 506 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-10461-9_5
Muijzer, M. B., Hoven, C. M. W., Frank, L., Vink, G., Wisse, R. P. L., & The Netherlands Corneal Transplant Network (2022). A machine learning approach to explore predictors of graft detachment following posterior lamellar keratoplasty: a nationwide registry study. Scientific Reports, 12(1), 1-9. [17705]. https://doi.org/10.1038/s41598-022-22223-y
Oberman, H., & Vink, G. (2022, Sept 22). Checklist for reporting on imputation methodology evaluations. Research Equals. https://doi.org/10.53962/vrd3-8h76
Claessens, J. L. J., Godefrooij, D. A., Vink, G., Frank, L. E., & Wisse, R. P. L. (2022). Nationwide epidemiological approach to identify associations between keratoconus and immune-mediated diseases. British Journal of Ophthalmology, 106(10), 1350-1354. https://doi.org/10.1136/bjophthalmol-2021-318804
2021
Scholarly publications
Gopalakrishna, G., Wicherts, J. M., Vink, G., Stoop, I., Akker, O. V. D., Riet, G. T., & Bouter, L. (2021). Prevalence of responsible research practices and their potential explanatory factors: a survey among academic researchers in The Netherlands. (pp. 1-27). MetaArXiv. https://doi.org/10.31222/osf.io/xsn94
Gopalakrishna, G., Riet, G. T., Vink, G., Stoop, I., Wicherts, J. M., & Bouter, L. (2021). Prevalence of questionable research practices, research misconduct and their potential explanatory factors: a survey among academic researchers in The Netherlands. (pp. 1-37). MetaArXiv. https://doi.org/10.31222/osf.io/vk9yt
Volker, T. B., & Vink, G. (2021). Anonymiced Shareable Data: Using mice to Create and Analyze Multiply Imputed Synthetic Datasets. Psych, 3(4), 703-716. https://doi.org/10.3390/psych3040045
Oberman, H. I., Buuren, S. V., & Vink, G. (2021). Missing the Point: Non-Convergence in Iterative Imputation Algorithms. (pp. 1-3). arXiv. https://doi.org/10.48550/arXiv.2110.11951
https://dspace.library.uu.nl/bitstream/handle/1874/415934/2110.11951v1.pdf?sequence=1
https://dspace.library.uu.nl/bitstream/handle/1874/415934/2110.11951v1.pdf?sequence=1
Schouten, R. M., & Vink, G. (2021). The Dance of the Mechanisms: How Observed Information Influences the Validity of Missingness Assumptions. Sociological Methods and Research, 50(3), 1243-1258. https://doi.org/10.1177/0049124118799376
2020
Scholarly publications
Stikkelbroek, Y., Vink, G., Nauta, M. H., Bottelier, M. A., Vet, L. J. J., Lont, C. M., Van Baar, A. L., & Bodden, D. H. M. (2020). Effectiveness and moderators of individual cognitive behavioral therapy versus treatment as usual in clinically depressed adolescents: a randomized controlled trial. Scientific Reports, 10(1), [14815]. https://doi.org/10.1038/s41598-020-71160-1
Oberman, H. I., van Buuren, S., & Vink, G. (2020). Missing the Point: Non-Convergence in Iterative Imputation Algorithms. In First Workshop on the Art of Learning with Missing Values (Artemiss) hosted by the 37 th International Conference on Machine Learning (ICML)
https://dspace.library.uu.nl/bitstream/handle/1874/414682/missing_the_point_non_convergence_in_iterative_imputation_algorithms.pdf?sequence=1
https://dspace.library.uu.nl/bitstream/handle/1874/414682/missing_the_point_non_convergence_in_iterative_imputation_algorithms.pdf?sequence=1
Other output
Vink, G. (Author). (2020). mice: combining inferences. Software https://www.gerkovink.com/miceVignettes/Combining_inferences.html
2018
Scholarly publications
Schouten, R. M., Lugtig, P., & Vink, G. (2018). Generating missing values for simulation purposes: a multivariate amputation procedure. Journal of Statistical Computation and Simulation, 88(15), 2909-2930 . https://doi.org/10.1080/00949655.2018.1491577
Reijntjes, A., Vermande, M., Olthof, T., Goossens, F. A., Vink, G., Aleva, L., & van der Meulen, M. (2018). Differences between resource control types revisited: A short term longitudinal study. Social Development, 27(1), 187-200. https://doi.org/10.1111/sode.12257
2017
Scholarly publications
Boeschoten, L., Vink, G., & Hox, J. J. C. M. (2017). How to Obtain Valid Inference under Unit Nonresponse? Journal of Official Statistics, 33(4), 963-978. https://doi.org/10.1515/jos-2017-0045
Other output
Vink, G. (Author), & Lugtig, P. J. (Author). (2017). Ampute. Software
Vink, G. (Author). (2017). Parlmice: faster, paralleler, micer. Software
Vink, G. (Author). (2017). Mice: ad hoc methods and the mice algorithm. Software
Vink, G. (Author), & van Buuren, S. (Author). (2017). Mice: Algorithmic convergence and interference pooling. Software
Vink, G. (Author), & van Buuren, S. (Author). (2017). Mice: The imputation and nonresponse models. Software
Vink, G. (Developer), & van Buuren, S. (Developer). (2017). Mice: Passive imputation and post-processing. Software
Vink, G. (Developer), & van Buuren, S. (Developer). (2017). Mice: Imputing multilevel data. Software
Vink, G. (Developer), & van Buuren, S. (Developer). (2017). Mice: An approach to sensitivity analysis. Software
2016
Scholarly publications
Thijssen, J., Vink, G., Muris, P., & de Ruiter, C. (2016). The effectiveness of parent management training—oregon model in clinically referred children with externalizing behavior problems in the netherlands. Child Psychiatry and Human Development, 1-15. https://doi.org/10.1007/s10578-016-0660-5
Other output
Vink, G. (2016). Benchmarking and Assessment for Multiple Imputation. Paper presented at Joint Statistical Meetings, Chicago, United States.
2015
Other output
Vink, G. (2015). Partitioned Predictive Mean Matching as a Multilevel Imputation Technique. Abstract from 10th International Conference on Multilevel Modelling, Utrecht, Netherlands.
2013
Professional publications
Vink, G., & van Buuren, S. (2013). Multiple imputation of longitudinal NAPLAN data. Australian Curriculum, Assessment and Reporting Authority.