Arthur Chatton

G-computation, propensity score-based methods, and targeted maximum likelihood estimator for causal inference with different covariates sets: a comparative simulation study

Arthur Chatton, Florent Le Borgne, Clémence Leyrat et al. · Scientific Reports · 2020 · 127 citations · Full text

Public Health, Biostatistics, Causal Inference +15

Causal and Associational Language in Observational Health Research: A Systematic Evaluation

Noah Haber, Sarah Wieten, Julia M. Rohrer et al. · American Journal of Epidemiology · 2022 · 84 citations · Full text

Public Health, Biostatistics, Causal Inference +15

G-computation and machine learning for estimating the causal effects of binary exposure statuses on binary outcomes

Florent Le Borgne, Arthur Chatton, Maxime Léger et al. · Scientific Reports · 2021 · 29 citations · Full text

Public Health, Biostatistics, Causal Inference +15

Donor HLA Class 1 Evolutionary Divergence Is a Major Predictor of Liver Allograft Rejection

Cyrille Féray, Jean‐Luc Taupin, Mylène Sebagh et al. · Annals of Internal Medicine · 2021 · 23 citations

Life Sciences, Immunology, Surgery +17

G-computation and doubly robust standardisation for continuous-time data: A comparison with inverse probability weighting

Arthur Chatton, Florent Le Borgne, Clémence Leyrat et al. · Statistical Methods in Medical Research · 2021 · 22 citations

Public Health, Biostatistics, Epidemiologic Methods +16