Analysis of MMR2 vaccination rates across Ventura County schools using geographically weighted Poisson regression.
- Analyzed 128 schools across 107 census tracts
- Identified significant spatial clustering of vaccine hesitancy
- Found correlations with demographic factors
- Geographically Weighted Poisson Regression
- Spatial statistics (Moran's I, hot spot analysis)
- Interactive visualization with Shiny
R, tidyverse, sf, spdep, leaflet, Shiny, ggplot2
- analysis.R: Main analysis script
- visualization.R: Shiny dashboard
- data/: Processed datasets
- results/: Output visualizations