Projects & studies

ANC4+ Prediction & Determinants

Predicting completion of 4+ antenatal care visits among 6,893 women across 794 clusters, with GEE analysis of key determinants.

ANC4+GEEMachine Learning

Childhood Stunting: Spatial Analysis (EDHS 2016)

Survey-weighted logistic regression and four ArcGIS spatial analyses of childhood stunting across Ethiopia.

StuntingGISSpatial Epidemiology

Institutional Delivery Prediction (EDHS 2024-25)

ML pipeline predicting skilled birth attendance using XGBoost vs. logistic regression, with SHAP explainability and spatial residual mapping.

Machine LearningEDHSSHAPSpatial Analysis