| G-computation, propensity score-based methods, and targeted maximum likelihood estimator for causal inference with different covariates sets: a comparative simulation study A Chatton, F Le Borgne, C Leyrat, F Gillaizeau, C Rousseau, L Barbin, ... Scientific reports 10 (1), 9219, 2020 | 101 | 2020 |
| Causal and associational language in observational health research: a systematic evaluation NA Haber, SE Wieten, JM Rohrer, OA Arah, PWG Tennant, EA Stuart, ... American journal of epidemiology 191 (12), 2084-2097, 2022 | 54 | 2022 |
| Causal inference in case of near‐violation of positivity: comparison of methods M Léger, A Chatton, F Le Borgne, R Pirracchio, S Lasocki, Y Foucher Biometrical Journal 64 (8), 1389-1403, 2022 | 21 | 2022 |
| G-computation and doubly robust standardisation for continuous-time data: a comparison with inverse probability weighting A Chatton, FL Borgne, C Leyrat, Y Foucher Statistical Methods in Medical Research 31 (4), 706-718, 2022 | 20 | 2022 |
| The causal cookbook: Recipes for propensity scores, g-computation, and doubly robust standardization A Chatton, JM Rohrer Advances in Methods and Practices in Psychological Science 7 (1 …, 2024 | 18 | 2024 |
| G-computation and machine learning for estimating the causal effects of binary exposure statuses on binary outcomes F Le Borgne, A Chatton, M Léger, R Lenain, Y Foucher Scientific reports 11 (1), 1435, 2021 | 17 | 2021 |
| Donor HLA class 1 evolutionary divergence is a major predictor of liver allograft rejection: a retrospective cohort study C Féray, JL Taupin, M Sebagh, V Allain, Z Demir, MA Allard, C Desterke, ... Annals of Internal Medicine 174 (10), 1385-1394, 2021 | 16 | 2021 |
| RISCA: causal inference and prediction in cohort-based analyses Y Foucher, FL Borgne, E Dantan, F Gillaizeau, A Chatton, C Combescure R package version 9, 2020 | 14 | 2020 |
| Identification of in-sample positivity violations using regression trees: The PoRT algorithm G Danelian, Y Foucher, M Léger, F Le Borgne, A Chatton Journal of Causal Inference 11 (1), 20220032, 2023 | 2 | 2023 |
| SMILE: a predictive model for Scoring the severity of relapses in MultIple scLErosis F Lejeune, A Chatton, DA Laplaud, E Le Page, S Wiertlewski, G Edan, ... Journal of Neurology 268, 669-679, 2021 | 2 | 2021 |
| Personalized dynamic super learning: an application in predicting hemodiafiltration convection volumes A Chatton, M Bally, R Lévesque, I Malenica, RW Platt, ME Schnitzer Journal of the Royal Statistical Society Series C: Applied Statistics, qlae070, 2024 | 1 | 2024 |
| G-computation and inverse probability weighting for time-to-event outcomes: a comparative study A Chatton, FL Borgne, C Leyrat, Y Foucher arXiv preprint arXiv:2006.16859, 2020 | 1 | 2020 |
| What if we had built a prediction model with a survival super learner instead of a Cox model 10 years ago? A Chatton, É Pilote, KA Feugo, H Cardinal, RW Platt, ME Schnitzer arXiv preprint arXiv:2412.10252, 2024 | | 2024 |
| Regression trees for nonparametric diagnostics of sequential positivity violations in longitudinal causal inference A Chatton, M Schomaker, MA Luque-Fernandez, RW Platt, ME Schnitzer arXiv preprint arXiv:2412.10245, 2024 | | 2024 |
| G-computation for increasing performances of clinical trials with individual randomization and binary response J de Keizer, R Lenain, R Porcher, S Zoha, A Chatton, Y Foucher arXiv preprint arXiv:2411.10089, 2024 | | 2024 |
| A Canado-European external validation of the Kidney Transplant Failure Score A Chatton, K Assob Feugo, E Pilote, H Cardinal, RW Platt, ME Schnitzer medRxiv, 2024.10. 31.24316511, 2024 | | 2024 |
| Causal language from observational studies in medical and epidemiological literature: a systematic literature review N Haber, SE Wieten, JM Rohrer, OA Arah, PWG Tennant, EA Stuart, ... Journal of Geriatric Oncology 13 (8), S71-S72, 2022 | | 2022 |
Yohann FoucherUniversité et CHU de PoitiersEmail verificata su univ-poitiers.fr