| Regression with highly correlated predictors: variable omission is not the solution M Gregorich, S Strohmaier, D Dunkler, G Heinze International journal of environmental research and public health 18 (8), 4259, 2021 | 85 | 2021 |
| Multivariate outlier detection in applied data analysis: global, local, compositional and Cellwise outliers P Filzmoser, M Gregorich Mathematical Geosciences 52 (8), 1049-1066, 2020 | 26 | 2020 |
| Prospective tracking of donor-reactive T-cell clones in the circulation and rejecting human kidney allografts C Aschauer, K Jelencsics, K Hu, A Heinzel, MG Gregorich, J Vetter, ... Frontiers in immunology 12, 750005, 2021 | 21 | 2021 |
| Routine preoperative aortic computed tomography angiography is associated with reduced risk of stroke in coronary artery bypass grafting: a propensity-matched analysis SE Sandner, R Nolz, C Loewe, M Gregorich, G Heinze, M Andreas, ... European Journal of Cardio-Thoracic Surgery 57 (4), 684-690, 2020 | 15 | 2020 |
| Development and validation of a prediction model for future estimated glomerular filtration rate in people with type 2 diabetes and chronic kidney disease M Gregorich, M Kammer, A Heinzel, C Böger, KU Eckardt, HL Heerspink, ... JAMA Network Open 6 (4), e231870-e231870, 2023 | 7 | 2023 |
| A prediction model for the decline in renal function in people with type 2 diabetes mellitus: study protocol M Gregorich, A Heinzel, M Kammer, H Meiselbach, C Böger, KU Eckardt, ... Diagnostic and Prognostic Research 5, 1-9, 2021 | 5 | 2021 |
| Individual-specific networks for prediction modelling–a scoping review of methods M Gregorich, F Melograna, M Sunqvist, S Michiels, K Van Steen, ... BMC Medical Research Methodology 22 (1), 62, 2022 | 4 | 2022 |
| Effects of reduced-dose anti-human T-lymphocyte globulin on overall and donor-specific T-cell repertoire reconstitution in sensitized kidney transplant recipients C Aschauer, K Jelencsics, K Hu, M Gregorich, R Reindl-Schwaighofer, ... Frontiers in Immunology 13, 843452, 2022 | 4 | 2022 |
| Different roles of protein biomarkers predicting eGFR trajectories in people with chronic kidney disease and diabetes mellitus: a nationwide retrospective cohort study M Kammer, A Heinzel, K Hu, H Meiselbach, M Gregorich, M Busch, ... Cardiovascular Diabetology 22 (1), 74, 2023 | 2 | 2023 |
| A comparison of methods for causal inference with a rare binary outcome MG Gregorich, G Heinze Master’s thesis). Technical University of Vienna. https://repositum. tuwien …, 2018 | 1 | 2018 |
| Flexible parametrization of graph‐theoretical features from individual‐specific networks for prediction M Gregorich, SL Simpson, G Heinze Statistics in Medicine 43 (13), 2592-2606, 2024 | | 2024 |
| Early progression of chronic histologic lesions in kidney transplant biopsies is not associated with HLA histocompatibility R Jabbour, A Heinzel, R Reindl-Schwaighofer, MG Gregorich, H Regele, ... Nephrology Dialysis Transplantation 39 (5), 808-817, 2024 | | 2024 |
| Prediction modelling with many correlated and zero-inflated predictors: assessing a nonnegative garrote approach M Gregorich, M Kammer, H Mischak, G Heinze arXiv preprint arXiv:2402.02064, 2024 | | 2024 |
