Mohamed Ibrahim et al. 2026. Distributional Analysis and Risk Assessment of U.K. Motor Non-Comprehensive Claims Using the Log-Exponential Family with Properties and Characterizations. Statistics, Optimization & Information Computing. 15, 5 (Feb. 2026), 3630–3654. DOI:https://doi.org/10.19139/soic-2310-5070-3451.