| Causal inference methods for combining randomized trials and observational studies: a review B Colnet, I Mayer, G Chen, A Dieng, R Li, G Varoquaux, JP Vert, J Josse, ... arXiv preprint arXiv:2011.08047, 2020 | 66 | 2020 |
| Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients in … E Sbidian, J Josse, G Lemaitre, I Meyer, M Bernaux, A Gramfort, ... MedRxiv, 2020.06. 16.20132597, 2020 | 39 | 2020 |
| Doubly robust treatment effect estimation with missing attributes I Mayer, S Wager, T Gauss, JD Moyer, J Josse | 36 | 2019 |
| R-miss-tastic: a unified platform for missing values methods and workflows I Mayer, A Sportisse, J Josse, N Tierney, N Vialaneix The R Journal 14 (2), 244-266, 2022 | 20 | 2022 |
| Missdeepcausal: Causal inference from incomplete data using deep latent variable models I Mayer, J Josse, F Raimundo, JP Vert arXiv preprint arXiv:2002.10837, 2020 | 10* | 2020 |
| CRAN task view: Missing data J Josse, I Mayer, N Tierney, N Vialaneix Comprehensive R Archive Network (CRAN), 2023 | 7 | 2023 |
| Association between in-ICU red blood cells transfusion and 1-year mortality in ICU survivors A Blet, JB McNeil, J Josse, B Cholley, R Cinotti, G Cotter, A Dauvergne, ... Critical Care 26 (1), 1-10, 2022 | 6 | 2022 |
| Generalizing treatment effects with incomplete covariates: identifying assumptions and multiple imputation algorithms I Mayer, J Josse, T Group Biometrical Journal, 2023 | 2* | 2023 |
| Effect evaluation of a tele-neurologic intervention in primary care in a rural area in Germany—the NeTKoH study protocol of a stepped-wedge cluster randomized trial K Wainwright, I Mayer, AS Oliveira Gonçalves, RS Schulz, S Kiel, ... BMC Health Services Research 23 (1), 756, 2023 | 1 | 2023 |
| CRAN Task View: Causal Inference I Mayer, P Zhao, N Greifer, N Huntington-Klein, J Josse Comprehensive R Archive Network (CRAN), 2022 | 1 | 2022 |
| Causal Inference from Heterogeneous Data with Missing Data: Application to Critical Care Management I Mayer Paris, EHESS, 2021 | 1 | 2021 |
| Hydroxychloroquine as pre-exposure prophylaxis for COVID-19 in healthcare workers: a randomized trial (preprint) R Rajasingham, AS Bangdiwala, MR Nicol, CP Skipper, KA Pastick, ... | 1 | 2020 |
| Effects of triple therapy in patients of GOLD group C and D: Results from the observational COPD cohort COSYCONET J Zader, R Jörres, I Mayer, P Alter, R Bals, H Watz, P Mertsch, K Rabe, ... Pneumologie 77, S79-S79, 2023 | | 2023 |
| Machine Learning Augmented Causal Inference To Estimate The Treatment Effect of Tranexamic Acid In Traumatic Brain Injury I Mayer, JD Moyer, A Dreyfus, B Mathieu, PJ Cungi, A Foucrier, A Harrois, ... | | 2021 |
| Global Optimality of Sparse Dictionary Learning with Applications to Subspace Clustering I Mayer Johns Hopkins University, Baltimore, 2018 | | 2018 |
| SUPPLEMENTARY MATERIAL FOR DOUBLY ROBUST TREATMENT EFFECT ESTIMATION WITH INCOMPLETE ATTRIBUTES I Mayer, S Wager, T Gauss | | |
| Estimation double robuste d’effet du traitement avec facteurs confondants incomplets I Mayer, J Josse, JP Nadal, S Wager, T Gauss, JD Moyer | | |
