EKHLAS AL-AMERI; MUSHTAQ K. ABDALRAHEM; ENAS A. MOHAMMED. Unified Estimation Framework for Multilevel Logistic Regression: Integrating Maximum Likelihood, Entropy-Based Regularization, and Bayesian MAP via Newton-Raphson Optimization. Statistics, Optimization & Information Computing, [S. l.], v. 15, n. 6, p. 4619–4634, 2026. DOI: 10.19139/soic-2310-5070-3225. Disponível em: https://iapress.org/index.php/soic/article/view/3225. Acesso em: 24 jun. 2026.