| Odds ratios for mediation analysis for a dichotomous outcome TJ VanderWeele, S Vansteelandt American journal of epidemiology 172 (12), 1339-1348, 2010 | 598 | 2010 |
| Conceptual issues concerning mediation, interventions and composition TJ VanderWeele, S Vansteelandt Statistics and its Interface 2 (4), 457-468, 2009 | 544 | 2009 |
| Mediation analysis with multiple mediators T VanderWeele, S Vansteelandt Epidemiologic methods 2 (1), 95-115, 2014 | 413 | 2014 |
| 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 | 376 | 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 | 288 | 2012 |
| 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 …, 2006 | 236 | 2006 |
| Effect decomposition in the presence of an exposure-induced mediator-outcome confounder TJ VanderWeele, S Vansteelandt, JM Robins Epidemiology (Cambridge, Mass.) 25 (2), 300, 2014 | 229 | 2014 |
| Causal mediation analysis with multiple mediators RM Daniel, BL De Stavola, SN Cousens, S Vansteelandt Biometrics 71 (1), 1-14, 2015 | 195 | 2015 |
| Causal inference with generalized structural mean models S Vansteelandt, E Goetghebeur Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2003 | 181 | 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 | 164 | 2006 |
| Estimating direct effects in cohort and case–control studies S Vansteelandt Epidemiology, 851-860, 2009 | 162 | 2009 |
| 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 | 161 | 2012 |
| Instrumental variable estimation in a survival context EJT Tchetgen, S Walter, S Vansteelandt, T Martinussen, M Glymour Epidemiology (Cambridge, Mass.) 26 (3), 402, 2015 | 146 | 2015 |
| Structural nested models and G-estimation: the partially realized promise S Vansteelandt, M Joffe Statistical Science 29 (4), 707-731, 2014 | 125 | 2014 |
| Interventional effects for mediation analysis with multiple mediators S Vansteelandt, RM Daniel Epidemiology (Cambridge, Mass.) 28 (2), 258, 2017 | 124 | 2017 |
| Distribution of human papillomavirus in a family planning population in Nairobi, Kenya H De Vuyst, S Steyaert, L Van Renterghem, P Claeys, L Muchiri, S Sitati, ... Sexually transmitted diseases 30 (2), 137-142, 2003 | 121 | 2003 |
| 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), 1-8, 2008 | 118 | 2008 |
| Estimation of controlled direct effects S Goetgeluk, S Vansteelandt, E Goetghebeur Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2008 | 114 | 2008 |
| 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 (11), 2017 | 111 | 2017 |
| On regression adjustment for the propensity score S Vansteelandt, RM Daniel Statistics in medicine 33 (23), 4053-4072, 2014 | 109 | 2014 |