Ibrahim, M., Yousof, H., Hamedani, G.G. and Al-Nefaie, A.H. 2026. The Double-log-exponential Family for Risk Analysis: Properties, Characterizations and Application under the U.K. Motor Non-Comprehensive Claims Triangle Data. Statistics, Optimization & Information Computing. (Mar. 2026). DOI:https://doi.org/10.19139/soic-2310-5070-3427.