H. Dahal

A Conditional-Distribution Framework for Validating Synthetic Multivariate Data

Statistical validation of synthetic multivariate data requires assessing whether a generator preserves the joint dependence structure of the target population without merely reproducing observed records. We develop a model-agnostic framework based on full conditional distributions. For each coordinate, we normalize the...