Stijn Vansteelandt
Cited by
Cited by
Odds ratios for mediation analysis for a dichotomous outcome
TJ VanderWeele, S Vansteelandt
American journal of epidemiology 172 (12), 1339-1348, 2010
Mediation analysis with multiple mediators
T VanderWeele, S Vansteelandt
Epidemiologic methods 2 (1), 95-115, 2014
Conceptual issues concerning mediation, interventions and composition
TJ VanderWeele, S Vansteelandt
Statistics and its Interface 2 (4), 457-468, 2009
Attributable mortality of ventilator-associated pneumonia: a reappraisal using causal analysis
M Bekaert, JF Timsit, S Vansteelandt, P Depuydt, A Vésin, ...
American journal of respiratory and critical care medicine 184 (10), 1133-1139, 2011
A simple unified approach for estimating natural direct and indirect effects
T Lange, S Vansteelandt, M Bekaert
American journal of epidemiology 176 (3), 190-195, 2012
Effect decomposition in the presence of an exposure-induced mediator-outcome confounder
TJ VanderWeele, S Vansteelandt, JM Robins
Epidemiology 25 (2), 300-306, 2014
Causal mediation analysis with multiple mediators
RM Daniel, BL De Stavola, SN Cousens, S Vansteelandt
Biometrics 71 (1), 1-14, 2015
A comparison of multiple imputation and doubly robust estimation for analyses with missing data
JR Carpenter, MG Kenward, S Vansteelandt
Journal of the Royal Statistical Society Series A: Statistics in Society 169 …, 2006
Medflex: an R package for flexible mediation analysis using natural effect models
J Steen, T Loeys, B Moerkerke, S Vansteelandt
Journal of Statistical Software 76, 1-46, 2017
Interventional effects for mediation analysis with multiple mediators
S Vansteelandt, RM Daniel
Epidemiology 28 (2), 258-265, 2017
Instrumental variable estimation in a survival context
EJT Tchetgen, S Walter, S Vansteelandt, T Martinussen, M Glymour
Epidemiology 26 (3), 402-410, 2015
A guideline for reporting mediation analyses of randomized trials and observational studies: the AGReMA statement
H Lee, AG Cashin, SE Lamb, S Hopewell, S Vansteelandt, ...
Jama 326 (11), 1045-1056, 2021
Structural nested models and G-estimation: the partially realized promise
S Vansteelandt, M Joffe
On model selection and model misspecification in causal inference
S Vansteelandt, M Bekaert, G Claeskens
Statistical methods in medical research 21 (1), 7-30, 2012
Estimating direct effects in cohort and case–control studies
S Vansteelandt
Epidemiology 20 (6), 851-860, 2009
Causal inference with generalized structural mean models
S Vansteelandt, E Goetghebeur
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2003
Ignorance and uncertainty regions as inferential tools in a sensitivity analysis
S Vansteelandt, E Goetghebeur, MG Kenward, G Molenberghs
Statistica Sinica, 953-979, 2006
On regression adjustment for the propensity score
S Vansteelandt, RM Daniel
Statistics in medicine 33 (23), 4053-4072, 2014
Imputation strategies for the estimation of natural direct and indirect effects
S Vansteelandt, M Bekaert, T Lange
Epidemiologic Methods 1 (1), 131-158, 2012
Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies
T Verplancke, S Van Looy, D Benoit, S Vansteelandt, P Depuydt, ...
BMC medical informatics and decision making 8, 1-8, 2008
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Articles 1–20