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Ibrahim, M., Al-Nefaie, A.H., Butt, N.S., Hamedani, G., Hashim, M., AboAlkhair, A.M., Ahmed, N.A., Roushdy, N., Yousof, H.M. and Nabawy, N. 2025. A Novel Generated G Family for Risk Analysis and Assessment under Different Non-Bayesian Methods: Properties, Characterizations and Applications to USA House Prices and UK Insurance Claims Data. Pakistan Journal of Statistics and Operation Research. 21, 4 (Dec. 2025), 507-529. DOI:https://doi.org/10.18187/pjsor.v21i4.4797.