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

by Florent Le Borgne, Arthur Chatton, Maxime Léger, Rémi Lenain, Yohann Foucher
Published 2021-01-01

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

by Arthur Chatton, Florent Le Borgne, Clémence Leyrat, Florence Gillaizeau, Chloé Rousseau, Laetitia Barbin, David Laplaud, Maxime Léger, Bruno Giraudeau, Yohann Foucher
Published 2020-06-01