Multiple imputation in data that grow over time: A comparison of three strategies

Autor: Kavelaars, X. M., van Buuren, S., van Ginkel, J. R.

Multiple imputation is a highly recommended technique to deal with missing data, but the application to longitudinal datasets can be done in multiple ways. When a new wave of longitudinal data arrives, we can treat the combined data of multiple waves

Externí odkaz: http://arxiv.org/abs/1904.04185

The creation of the Global Scales for Early Development (GSED) for children aged 0-3 years: combining subject matter expert judgements with big data

Autor: McCray, G, McCoy, D, Kariger, P, Janus, M, Black, MM, Chang, SM, Tofail, F, Eekhout, Iris, Waldman, M, van Buuren, S, Khanam, R, Sazawal, S, Nizar, A, Schönbeck, Y, Zongo, A, Brentani, A, Zhang, Y, Dua, T, Cavallera, V, Raikes, A, Weber, AM, Bromley, K, Baqui, A, Dutta, A, Nisar, I, Detmar, SB, Anago, R, Mercadante, P, Jiang, F, Kaur, R, Hepworth, K, Rubio-Codina, M, Kembou, SN, Ahmed, S, Lancaster, GA, Gladstone, M, Leerstoel van Buuren, Methodology and statistics for the behavioural and social sciences

Publikováno v: BMJ Global Health, 8(1). BMJ Publishing Group
McCray, G, McCoy, D, Kariger, P, Janus, M, Black, M M, Chang, S M, Tofail, F, Eekhout, I, Waldman, M, van Buuren, S, Khanam, R, Sazawal, S, Nizar, A, Sch?nbeck, Y, Zongo, A, Brentani, A, Zhang, Y, Dua, T, Cavallera, V, Raikes, A, Weber, A M, Bromley, K, Baqui, A, Dutta, A, Nisar, I, Detmar, S B, Anago, R, Mercadante, P, Jiang, F, Kaur, R, Hepworth, K, Rubio-Codina, M, Kembou, S N, Ahmed, S, Lancaster, G A & Gladstone, M 2023, ' The creation of the Global Scales for Early Development (GSED) for children aged 0-3 years : Combining subject matter expert judgements with big data ', BMJ Global Health, vol. 8, no. 1, 009827 . https://doi.org/10.1136/bmjgh-2022-009827
BMJ Global Health, 8(1):009827. BMJ Publishing Group

IntroductionWith the ratification of the Sustainable Development Goals, there is an increased emphasis on early childhood development (ECD) and well-being. The WHO led Global Scales for Early Development (GSED) project aims to provide population and

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ec6cad491dc333183c54b741ce5c3a00
https://dspace.library.uu.nl/handle/1874/427048

Recursive partitioning for missing data imputation in the presence of interaction effects

Autor: Doove, L.L., Van Buuren, S., Dusseldorp, E.

Publikováno v: In Computational Statistics and Data Analysis April 2014 72:92-104

Diversity in auxology: between theory and practice: Proceedings of the 18 th Aschauer Soiree, 13 th November 2010

Autor: Hermanussen, M., Lieberman, L.S., Janewa, V. Schönfeld, Scheffler, C., Ghosh, A., Bogin, B., Godina, E., Kaczmarek, M., El-Shabrawi, M., Salama, E.E., Rühli, F.J., Staub, K., Woitek, U., Blaha, P., Aßmann, C., van Buuren, S., Lehmann, A., Satake, T., Thodberg, H.H., Jopp, E., Kirchengast, S., Tutkuviene, J., McIntyre, M.H., Wittwer-Backofen, U., Boldsen, J.L., Martin, D.D., Meier, J.

Publikováno v: Anthropologischer Anzeiger, 2012 Jan 01. 69(2), 159-174.

Externí odkaz: https://www.jstor.org/stable/41486805

Growth variation, final height and secular trend. Proceedings of the 17th Aschauer Soiree, 7th November 2009

Autor: Hermanussen, M., Godina, E., Rühli, F.J., Blaha, P., Boldsen, J.L., van Buuren, S., MacIntyre, M., Aßmann, C., Ghosh, A., de Stefano, G.F., Sonkin, V.D., Tresguerres, J.A.F., Meigen, C., Scheffler, C., Geiger, C., Lieberman, L.S.

Publikováno v: In HOMO - Journal of Comparative Human Biology 2010 61(4):277-284