Towards an efficient use of available data in clinical research: Development, validation, and implementation of innovative statistical approaches in causal inference

This project develops and enhances G-methods to improve causal inference in clinical research by combining longitudinal data with advanced statistical techniques, addressing time-varying treatments, confounders, and spatial correlations.