Vansteelandt, Stijn

Mediation analysis with multiple mediators

VanderWeele, T., & Vansteelandt, S. (2014) · Epidemiologic Methods

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 858

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

VanderWeele, T. J., & Vansteelandt, S. (2010) · American Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 809

On model selection and model misspecification in causal inference.

Vansteelandt, S., Bekaert, M., & Claeskens, G. (2012) · Statistical Methods in Medical Research

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 172

Estimating Direct Effects in Cohort and Case–Control Studies

Vansteelandt, S. (2009) · Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 159

Bias-reduced doubly robust estimation

Vermeulen, K., & Vansteelandt, S. (2015) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 130

Flexible Mediation Analysis With Multiple Mediators

Steen, J., Loeys, T., Moerkerke, B., & Vansteelandt, S. (2017) · American Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 123

Antimicrobial de-escalation in the critically ill patient and assessment of clinical cure: The DIANA study.

De Bus, L., Depuydt, P., Steen, J., Dhaese, S., De Smet, K., Tabah, A., Akova, M., Cotta, M. O., De Pascale, G., Dimopoulos, G., et al. (2020) · Intensive Care Medicine

Antibiotic Use and ResistanceNosocomial Infections in ICU

Cited by 114

Estimation of Controlled Direct Effects

Goetgeluk, S., Vansteelandt, S., & Goetghebeur, E. (2008) · Journal of the Royal Statistical Society Series B: Statistical Methodology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 104

Survivor bias in Mendelian randomization analysis

Vansteelandt, S., Dukes, O., & Martinussen, T. (2018) · Biostatistics

Genetic Associations and EpidemiologyAdvanced Causal Inference Techniques

Cited by 46