| 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, ... Statistical science 39 (1), 165-191, 2024 | 104 | 2024 |
| 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 | 40 | 2020 |
| Doubly robust treatment effect estimation with missing attributes I Mayer, S Wager, T Gauss, JD Moyer, J Josse | 40 | 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 | 27 | 2022 |
| 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), 307, 2022 | 17 | 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 | 11* | 2020 |
| CRAN task view: Missing data J Josse, I Mayer, N Tierney, N Vialaneix Comprehensive R Archive Network (CRAN), 2024 | 8 | 2024 |
| Cran task view: Causal inference I Mayer, P Zhao, N Greifer, N Huntington-Klein, J Josse Comprehensive R Archive Network (CRAN), 2022 | 6 | 2022 |
| Generalizing treatment effects with incomplete covariates: identifying assumptions and multiple imputation algorithms I Mayer, J Josse, T Group Biometrical Journal, 2023 | 4* | 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 | 2 | 2023 |
| Protocol for an economic evaluation of a tele-neurologic intervention alongside a stepped wedge randomised controlled trial (NeTKoH) ASO Gonçalves, I Mayer, RS Schulz, A Flöel, F von Podewils, ... BMC Health Services Research 23 (1), 1021, 2023 | 1 | 2023 |
| Causal inference from heterogeneous data with missing data: application to critical care management I Mayer Paris, EHESS, 2021 | 1 | 2021 |
| Effects of triple therapy on disease burden in patients of GOLD groups C and D: results from the observational COPD cohort COSYCONET JA Zader, RA Jörres, I Mayer, P Alter, R Bals, H Watz, P Mertsch, KF Rabe, ... BMC Pulmonary Medicine 24 (1), 103, 2024 | | 2024 |
| FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings JO Terrail, Q Klopfenstein, H Li, I Mayer, N Loiseau, M Hallal, F Balazard, ... arXiv preprint arXiv:2311.16984, 2023 | | 2023 |
| FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings J Ogier du Terrail, Q Klopfenstein, H Li, I Mayer, N Loiseau, M Hallal, ... arXiv e-prints, arXiv: 2311.16984, 2023 | | 2023 |
| 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 (S 01), Po 335, 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 | | |
