Gowfal Selmey, M. et al. 2026. A Structural Characterization of Hypergeometric-Type Discrete Distributions: Refinements, Tail Classifications, and Fractional Counting Applications. Statistics, Optimization & Information Computing. (Aug. 2026). DOI:https://doi.org/10.19139/soic-2310-5070-4231.