Marine Dumon

A variance-based framework for robust variable selection under correlated inputs and unobserved factors

Calibration of sensors in partially observed and correlated environments raises fundamental challenges for variable selection and model interpretation. When observations are noisy and influenced by unmeasured factors, classical selection criteria based on regression coefficients,...