Kavli Affiliate: Molly Stevens | Summary:Across many fields, including medical diagnostics, process monitoring, and quality control, decisions often rely on point predictions for single samples. Observation-specific uncertainty is needed to assess the risk of decision error when predictions are compared with thresholds. Latent-variable regression is widely used for such predictions, but observation-specific uncertainty remains difficult […]
Continue.. Observation-Specific Uncertainty Modeling for Latent-Variable Regression in High-Dimensional Analytical Data