sufyan, A., Mohsin, S., Hameed, K., Az- Zo’bi, E. and Tashtoush, M. 2025. Discretization of the Inverse Rayleigh-G Family: Theoretical Properties, Machine Learning-Based Parameter Estimation, and Practical Applications. Statistics, Optimization & Information Computing. 14, 3 (Jul. 2025), 1174-1197. DOI:https://doi.org/10.19139/soic-2310-5070-2618.