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Bayesian Rectangular Prediction Regions Using Improper Priors as Reference Regions in Laboratory Medicines

By Ordonio, Junela Melanie A.June 2026Bayesian Rectangular Prediction

Spatially Varying Weights Approach in Estimating Multidimensional Poverty Index in the Philippines

By Cabrera, Faith Lea B.June 2026multidimensional poverty index, geographically weighted PCA, PCA with spatial autocorrelation, regression synthetic estimation, EBLUP

Hybrid Prior Configurations for Bayesian Hierarchical Meta-Analysis of Standardized Mean Differences Under Sparse-Data Conditions

By Siete-Galeos, Jhoanne Rose T.July 2026Bayesian meta-analysis, hybrid prior, standardized mean difference, small-sample inference, hierarchical model, numerical grid integration, Half-Cauchy prior, inverse-gamma prior, median-parity specification

Predicting and Understanding Zero-Dose Children in the Philippines: A Machine Learning Approach

By Bayutas, Benjamin; Marcelo, RonnielJune 2026Zero-dose children, immunization coverage, machine learning, predictive modeling, SHAP analysis, Demographic and Health Survey (DHS), vaccine equity, public health analytics, Immunization Agenda 2030 (IA2030)

Explainable and Robust Deepfake Video Detection: A Comparative Benchmarking of Statistical Machine Learning and Deep Learning Models

By Cordero, Annabel S.; Marquez, Krisalyn Joy R.; Sy, Jose Lorenzo M.June 2026Statistical machine learning, Deep learning models

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