Publications

Selection of submitted/working papers

[with Jeroen Pannekoek and Stef van Buuren] Predictive ratio matching imputation of nested compositional data with semicontinuous variables.

Towards a standardised evaluation of missing data methods. [pdf]

[with Rianne Schouten] The dance of the mechanisms: how observed information influences the validity of missingness assumptions.

[with Yvonne Stikkelbroek and more] Effectiveness and moderators of  individual Cognitive Behavioral Therapy (CBT) versus Treatment As Usual (TAU)in clinically depressed adolescents.

Accepted / to appear

none at the moment

Published 

2018

Reijntjes, A., Vermande, M., Olthof, T., Goossens, F. A., Vink, G., Aleva, L., and van der Meulen, M. (2018). Differences between resource control types revisited: A short term longitudinal study. Social Development, 27(1):187–200. link

2017

Boeschoten, L., Vink, G., Hox, J. (2017). How to obtain valid inference under unit non-response? Journal of Official Statistics, 33(4):963–978. pdf

Vink, G. and Van Buuren, S. (2017). mice: An approach to sensitivity analysis. 

Vink, G. and Van Buuren, S. (2017). mice: Imputing multi-level data. 

Vink, G. and Van Buuren, S. (2017). mice: Passive imputation and post- processing. 

Vink, G. and Van Buuren, S. (2017). mice: The imputation and nonresponse models. 

Vink, G. and Van Buuren, S. (2017). mice: Algorithmic convergence and inference pooling. 

Vink, G. and Van Buuren, S. (2017). mice: Ad hoc methods and the mice algorithm. 

Schouten, R. and Vink., G. (2017). parlMICE: faster, paralleler, micer. 

Schouten, R., Lugtig, P., Brand, J., and Vink., G. (2017). Generating missing values with ampute. 

2016

Jill Thijssen, Gerko Vink, Peter Muris, Corine de Ruiter. (2018). The Effectiveness of Parent Management Training-Oregon Model in Clinically Referred Children with Externalizing Behavior Problems in The Netherlands. Child Psychiatry & Human Development. 2016. pp. 1-15. link

2015

Vink, G., Lazendic, G., & Van Buuren, S. (2015). Partitioned predictive mean matching as a multilevel imputation technique. Psychological Test and Assessment Modeling, 57 (4), 577-594. pdf 

Peeters, M., Zondervan – Zwijnenburg, M., Vink, G., & Van Schoot, R. (2015). How to handle missing data: A comparison of different approaches. European Journal of Developmental Psychology. pdf

Vink, G. (2015). Restrictive imputation of incomplete survey data. Doctoral dissertation (ISBN: 978-90-393-6300-3). Utrecht University. pdf

Vink, G., & Van Buuren, S. (2015). Multiple imputation of Parent Management Training Oregon model data (Tech. Rep.). Maastricht University.

2014
Vink, G., & Van Buuren, S. (2014). Pooling multiple imputations when the sample happens to be the population. arXiv preprint arXiv:1409.8542. pdf

Sorbi, M.J., Kleiboer, A.M., Van Silfhout, H.G., Vink, G. & Passchier, J. (2014). Medium-term effectiveness of online behavioral training in migraine self-management: a randomized trial controlled over 10 months. Cephalalgia September 16, 2014 0333102414547137. pdf

Vink, G., Frank, L. E., Pannekoek, J., & Van Buuren, S. (2014). Predictive mean matching imputation of semicontinuous variables. Statistica Neerlandica, 68(1), 61-90. pdf

2013
Vink, G., & Van Buuren, S. (2013). Multiple Imputation of Squared Terms. Sociological Methods & Research, 42(4), 598-607. pdf

Vink, G., Van Buuren, S. (2013, September). Multiple imputation of longitudinal NAPLAN data (Tech. Rep.). Australian Curriculum, Assessment and Reporting Authority.

Vink, G., Van Buuren, S., & Hox, J. (2013, February). Report on Bayesian estimation of social educational advantage (Tech. Rep.). Australian Curriculum, Assessment and Reporting Authority.

Vink, G., Van Buuren, S., & Hox, J. (2013, January). Report on imputation of the ACARA data (Tech. Rep.). Australian Curriculum, Assessment and Reporting Authority.

2010
Banning, R. & Vink, G. (2010). Methoden en indicatoren voor het evalueren en beschrijven van controle- en correctieprocessen. Technical report, DMV-2010- 06-08-RBNG-GVNK, Centraal Bureau voor de Statistiek, The Hague. 

2007
Vink, G.,(2007). Meervoudige beoordelaarsovereenstemming met Cohen’s Kappa: Dubbelcodering van strategiegebruik en fouttypen bij vermenigvuldigingsopgaven in onafhankelijke databeoordelaarscombinaties (Tech. Rep.). Leiden University.