Si-Guang Chen

When Is Hard Class Assignment Defensible? An Uncertainty-Aware Framework for Psychometric Profile Interpretation.

Researchers using latent profile and latent class analysis (LPA/LCA) commonly assign individuals to their modal class without evaluating whether this simplification distorts reported class sizes, profile means, or high-severity subgroups. Existing classification-quality diagnostics-entropy, average posterior probabilit...