Research activities
Meet the research team: Link to heading
- Stef van Buuren [Full prof]
- Hanne Oberman [Phd Student]
- Thom Volker [Phd Student - not mine!]
- Florian van Leeuwen [PhD Student]
- Heleen Brüggen [Student Assistant]
For a more up-to date overview of my publications, see my CV or my Google Scholar page
Selection of things out there Link to heading
- Oberman, H. I., & Vink, G. (2024). Toward a standardized evaluation of imputation methodology. Biometrical Journal, 66, 2200107. link
- Cai, M., van Buuren, S., and 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. link
- Muijzer, M., Hoven, C., Frank, L., Vink, G., and Wisse, R. (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. link
- Cai, M., van Buuren, S., and Vink, G. (2022). How to relate potential outcomes: Estimating individual treatment effects under a given specified partial correlation. arXiv preprint arXiv:2208.12931. link
- Fopma, A., Cai, M., van Buuren, S., and Vink, G. (2022). A blended distance to define” people-like-me”. arXiv preprint arXiv:2207.04650. link
- Gopalakrishna G, ter Riet G, Vink G, Stoop I, Wicherts JM, et al. (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). link
- Cai, M., Vink, G (2022). A note on imputing squares via polynomial combination approach. Comput Stat. link
- Volker, T.B.; Vink, G (2021). Anonymiced Shareable Data: Using
mice
to Create and Analyze Multiply Imputed Synthetic Datasets. Psych, 3, 703-716. link - Oberman, H. I., van Buuren, S., & Vink, G. (2021). Missing the point: Non-convergence in iterative imputation algorithms. arXiv preprint arXiv:2110.11951. link
- Schouten RM, Vink G (2021). The Dance of the Mechanisms: How Observed Information Influences the Validity of Missingness Assumptions. Sociological Methods & Research. 50(3):1243-1258. link
- 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. link
Manuscripts for closed access publications Link to heading
I choose to publish my own activities only under open access, copyleft licences or in the public domain. Sometimes I collaborate with others that do not have that flexibility. You can find the manuscripts for closed access publications in this archive. If you feel you miss something, please drop me a line and I will add the corresponding file.
Selection of submitted/working papers Link to heading
- [with Mingyang Cai and Stef van Buuren] Multiple imputation for individual causal effects.
- [with Stef van Buuren] The best prediction can be the worst imputation.
- [with Hanne Oberman and Stef van Buuren] Missing the Point: Non-Convergence in Iterative Imputation Algorithms.
- [with Jihane Cherif] On the statistical properties of combining ANOVAs after multiple imputation.
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