Observation-Specific Uncertainty Modeling for Latent-Variable Regression in High-Dimensional Analytical Data

Carl Emil Eskildsen, Georgios Papadopoulos, Kevin A. Giraldo +2

Across many fields, including medical diagnostics, process monitoring, and quality control, decisions often rely on point predictions for single samples. Observation-specific uncer…