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Janine Witte
Janine Witte
Data Scientist
Verified email at leibniz-bips.de
Title
Cited by
Cited by
Year
Covariate selection strategies for causal inference: Classification and comparison
J Witte, V Didelez
Biometrical Journal 61 (5), 1270-1289, 2019
1162019
On efficient adjustment in causal graphs
J Witte, L Henckel, MH Maathuis, V Didelez
Journal of Machine Learning Research 21 (246), 1-45, 2020
942020
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
272022
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
192024
A practical guide to causal discovery with cohort data
RM Andrews, R Foraita, V Didelez, J Witte
arXiv preprint arXiv:2108.13395, 2021
172021
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
52024
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
32024
Causal model selection in epidemiology
J Lüschen
Universität Bremen, 2021
2021
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Articles 1–8