Advanced Analytics

Heavy Statistical Machinery

PCA structure, mediation paths, fixed-effects panel models, geographically-weighted regression, partial correlation, spatial lag, and epidemiological metrics — the full statistical case.

Principal Component Analysis

Districts projected to 2D space of dominant pollution-health variation. Clusters confirm the 4-group structure from K-Means.