User profiles for "author:Stef van Buuren"
Stef van BuurenProfessor, Statistical Analysis of Incomplete Data (Utrecht University), Principal Scientist … Verified email at tno.nl Cited by 47261 |
Multiple imputation of discrete and continuous data by fully conditional specification
S Van Buuren - Statistical methods in medical research, 2007 - journals.sagepub.com
The goal of multiple imputation is to provide valid inferences for statistical estimates from
incomplete data. To achieve that goal, imputed values should preserve the structure in the …
incomplete data. To achieve that goal, imputed values should preserve the structure in the …
[HTML][HTML] Missing data in clinical research: a tutorial on multiple imputation
Missing data is a common occurrence in clinical research. Missing data occurs when the
value of the variables of interest are not measured or recorded for all subjects in the sample …
value of the variables of interest are not measured or recorded for all subjects in the sample …
Postnatal growth in preterm infants and later health outcomes: a systematic review
KK Ong, K Kennedy, E Castañeda‐Gutiérrez… - Acta …, 2015 - Wiley Online Library
In preterm infants, poor postnatal growth is associated with adverse neurocognitive
outcomes; conversely, rapid postnatal growth is supposedly harmful for future development …
outcomes; conversely, rapid postnatal growth is supposedly harmful for future development …
mice: Multivariate imputation by chained equations in R
S Van Buuren, K Groothuis-Oudshoorn - Journal of statistical software, 2011 - jstatsoft.org
The R package mice imputes incomplete multivariate data by chained equations. The
software mice 1.0 appeared in the year 2000 as an S-PLUS library, and in 2001 as an R …
software mice 1.0 appeared in the year 2000 as an S-PLUS library, and in 2001 as an R …
[BOOK][B] Flexible imputation of missing data
S Van Buuren - 2018 - books.google.com
Missing data pose challenges to real-life data analysis. Simple ad-hoc fixes, like deletion or
mean imputation, only work under highly restrictive conditions, which are often not met in …
mean imputation, only work under highly restrictive conditions, which are often not met in …
Multiple imputation of missing blood pressure covariates in survival analysis
S Van Buuren, HC Boshuizen… - Statistics in medicine, 1999 - Wiley Online Library
This paper studies a non‐response problem in survival analysis where the occurrence of
missing data in the risk factor is related to mortality. In a study to determine the influence of …
missing data in the risk factor is related to mortality. In a study to determine the influence of …
Fully conditional specification in multivariate imputation
S Van Buuren, JPL Brand… - Journal of statistical …, 2006 - Taylor & Francis
The use of the Gibbs sampler with fully conditionally specified models, where the distribution
of each variable given the other variables is the starting point, has become a popular …
of each variable given the other variables is the starting point, has become a popular …
[HTML][HTML] Continuing positive secular growth change in The Netherlands 1955–1997
AM Fredriks, S Van Buuren, RJF Burgmeijer… - Pediatric …, 2000 - nature.com
Since 1858, an increase of mean stature has been observed in the Netherlands, reflecting
the improving nutritional, hygienic, and health status of the population. In this study, stature …
the improving nutritional, hygienic, and health status of the population. In this study, stature …
Development of an individual work performance questionnaire
L Koopmans, C Bernaards, V Hildebrandt… - International journal of …, 2012 - emerald.com
Purpose–The purpose of the current study is to develop a generic and short questionnaire to
measure work performance at the individual level–the Individual Work Performance …
measure work performance at the individual level–the Individual Work Performance …
Body index measurements in 1996–7 compared with 1980
AM Fredriks, S van Buuren, JM Wit… - Archives of disease in …, 2000 - adc.bmj.com
OBJECTIVES To compare the distribution of body mass index (BMI) in a national
representative study in The Netherlands in 1996–7 with that from a study in 1980 …
representative study in The Netherlands in 1996–7 with that from a study in 1980 …