Unified Estimation Framework for Multilevel Logistic Regression: Integrating Maximum Likelihood, Entropy-Based Regularization, and Bayesian MAP via Newton-Raphson Optimization. (2026). Statistics, Optimization & Information Computing. https://doi.org/10.19139/soic-2310-5070-3225