| 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 | 259 | 2024 |
| Doubly robust treatment effect estimation with missing attributes I Mayer, S Wager, T Gauss, JD Moyer, J Josse | 56 | 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 | 47 | 2022 |
| 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 | 42 | 2020 |
| 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 | 37 | 2022 |
| Missdeepcausal: Causal inference from incomplete data using deep latent variable models I Mayer, J Josse, FÊ Raimundo, JP Vert arXiv preprint arXiv:2002.10837, 2020 | 13* | 2020 |
| CRAN task view: Missing data J Josse, I Mayer, N Tierney, N Vialaneix Comprehensive R Archive Network (CRAN), 2025 | 12 | 2025 |
| Cran task view: Causal inference I Mayer, P Zhao, N Greifer, N Huntington-Klein, J Josse Comprehensive R Archive Network (CRAN), 2022 | 10 | 2022 |
| Generalizing treatment effects with incomplete covariates: identifying assumptions and multiple imputation algorithms I Mayer, J Josse, T Group Biometrical Journal, 2023 | 9* | 2023 |
| 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, M Debouver, ... arXiv preprint arXiv:2311.16984, 2023 | 4 | 2023 |
| FedECA: federated external control arms 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, ... Nature Communications 16 (1), 7496, 2025 | 3 | 2025 |
| Effect evaluation of outpatient long-term video EEGs for people with seizure disorders–study protocol of the ALVEEG project: a randomized controlled trial in Germany PS Münchenberg, RS Schulz, K Wainwright, I Mayer, M Holtkamp, ... BMC Health Services Research 24 (1), 994, 2024 | 3 | 2024 |
| 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 | 3 | 2023 |
| Treatment Effect Estimation in Causal Survival Analysis: Practical Recommendations C Voinot, C Berenfeld, I Mayer, B Sebastien, J Josse arXiv preprint arXiv:2501.05836, 2025 | 2 | 2025 |
| 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 | 2 | 2023 |
| 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 | 1 | 2024 |
| Causal inference from heterogeneous data with missing data: application to critical care management I Mayer Paris, EHESS, 2021 | 1 | 2021 |
| A Contemporary Machine Learning-Based Risk Stratification for Mortality and Hospitalization in Heart Failure with Preserved Ejection Fraction Using Multimodal Real-World Data M Fudim, V van Empel, T Zehnder, B Sauty, C Esposito, F Balazard, ... Circulation 152 (Suppl_3), A4345167-A4345167, 2025 | | 2025 |
| Comparative efficacy of FOLFIRINOX versus gemcitabine plus nab-paclitaxel in metastatic pancreatic cancer: computing IPTW estimator while limiting patient data exposure with … Q Klopfenstein, J Ogier du Terrail, H Li, I Mayer, N Loiseau, M Hallal, ... Cancer Research 85 (8_Supplement_1), 3654-3654, 2025 | | 2025 |
| Study protocol for the health economic evaluation of outpatient long-term video EEGs for people with seizure disorders alongside the ALVEEG study–a randomized controlled … RS Schulz, PS Münchenberg, C Thomas, AC Dorison, HA Wischmann, ... BMC Health Services Research 25 (1), 569, 2025 | | 2025 |
