most citedState and Parameter Estimation of Partially Observed Linear Ordinary Differential Equations with Deterministic Optimal Control

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stat.ML2026

Neural ODE enhanced linear mixed effect models for estimating complex association patterns of time-varying covariates with the marker trajectory

Zhe Aurore Li, Quentin Clairon, Cécilia Samieri +3

Longitudinal cohort studies produce repeated data that enable the assessment of time-varying association patterns between exposures and health outcomes. Classical linear mixed-effe…