Title: Dynamic modelling and prediction of health
events from multivariate longitudinal data (supervised by Cecile
Proust-Lima and Robin Genuer)
Publication:
- Devaux, A., Helmer, C., Genuer, R., and
Proust-Lima, C. (2023). Random survival forests with multivariate
longitudinal endogenous covariates. Statistical Methods in Medical
Research, 32(12): 2331-2346. doi: https://doi.org/10.1177/096228022312064
– download
- Devaux, A., Genuer, R., Peres, K., and Proust-Lima,
C. (2022). Individual dynamic prediction of clinical endpoint from large
dimensional longitudinal biomarker history: a landmark approach. BMC
Medical Research Methodology, 22(1): 1–14. doi: https://doi.org/10.1186/s12874-022-01660-3
– download
Thesis (in French/English): download