Covariate selection strategies for causal inference: Classification and comparison J Witte, V Didelez Biometrical Journal 61 (5), 1270-1289, 2019 | 90 | 2019 |
On efficient adjustment in causal graphs J Witte, L Henckel, MH Maathuis, V Didelez Journal of Machine Learning Research 21 (246), 1-45, 2020 | 72 | 2020 |
Multiple imputation and test‐wise deletion for causal discovery with incomplete cohort data J Witte, R Foraita, V Didelez Statistics in Medicine 41 (23), 4716-4743, 2022 | 13 | 2022 |
A practical guide to causal discovery with cohort data RM Andrews, R Foraita, V Didelez, J Witte arXiv preprint arXiv:2108.13395, 2021 | 11 | 2021 |
A longitudinal causal graph analysis investigating modifiable risk factors and obesity in a European cohort of children and adolescents R Foraita, J Witte, C Börnhorst, W Gwozdz, V Pala, L Lissner, F Lauria, ... Scientific Reports 14 (1), 6822, 2024 | 10 | 2024 |
Software application profile: tpc and micd—R packages for causal discovery with incomplete cohort data RM Andrews, CW Bang, V Didelez, J Witte, R Foraita International Journal of Epidemiology 53 (5), dyae113, 2024 | 1 | 2024 |
Improving Finite Sample Performance of Causal Discovery by Exploiting Temporal Structure CW Bang, J Witte, R Foraita, V Didelez arXiv preprint arXiv:2406.19503, 2024 | | 2024 |
Causal model selection in epidemiology J Lüschen Universität Bremen, 2021 | | 2021 |