Covariance Estimation Matters for Multidimensional Normative Modeling: A Demonstration with Obsessive–Compulsive Disorder

Normative models characterize individuals relative to a reference distribution, but choices used to estimate that distribution may change who appears most atypical. We examined how covariance estimation affects Mahalanobis-based deviation scores when reference measures concentrate at their minimum.