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Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques.
PLoS One. 2021 Jul 9;16(7):e0254178. doi: 10.1371/journal.pone.0254178. eCollection 2021.
PLoS One. 2021.
PMID: 34242316
Free PMC article.
Joint Modelling Approaches to Survival Analysis via Likelihood-Based Boosting Techniques.
Griesbach C, Groll A, Bergherr E.
Griesbach C, et al. Among authors: bergherr e.
Comput Math Methods Med. 2021 Nov 15;2021:4384035. doi: 10.1155/2021/4384035. eCollection 2021.
Comput Math Methods Med. 2021.
PMID: 34819988
Free PMC article.
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Prediction-based variable selection for component-wise gradient boosting.
Potts S, Bergherr E, Reinke C, Griesbach C.
Potts S, et al. Among authors: bergherr e.
Int J Biostat. 2023 Nov 27. doi: 10.1515/ijb-2023-0052. Online ahead of print.
Int J Biostat. 2023.
PMID: 38000054
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Bayesian learners in gradient boosting for linear mixed models.
Zhang B, Griesbach C, Bergherr E.
Zhang B, et al. Among authors: bergherr e.
Int J Biostat. 2022 Dec 2. doi: 10.1515/ijb-2022-0029. Online ahead of print.
Int J Biostat. 2022.
PMID: 36473129
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