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Arthur Chatton
Arthur Chatton
Postdoctoral researcher, Université de Montréal, Canada
Adresse e-mail validée de umontreal.ca
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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
602020
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
262022
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
122021
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
112022
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
102022
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
102021
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
102020
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
22021
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
12023
The Causal Cookbook: Recipes for Propensity Scores, G-Computation, and Doubly Robust Standardization
A Chatton, JM Rohrer
PsyArXiv, 2023
12023
Causal and associational linking language from observational research and health evaluation literature in practice: a systematic language evaluation
NA Haber, SE Wieten, JM Rohrer, OA Arah, PWG Tennant, EA Stuart, ...
medRxiv, 2021.08. 25.21262631, 2021
12021
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
12020
Personalised dynamic super learning: an application in predicting hemodiafiltration's convection volumes
A Chatton, M Bally, R Lévesque, I Malenica, RW Platt, ME Schnitzer
arXiv preprint arXiv:2310.08479, 2023
2023
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
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