Overview of Visualization Tools

The Shiny app provides a suite of creative visualization tools designed to help explore and interpret model estimates. While point estimates offer valuable insights, it is equally crucial to account for the uncertainty of indicator estimates when analyzing results. By leveraging our interactive visualization tools, the user can perform more robust inferences and make more informed decisions.

The full collection of visualization tools are listed below, categorized to meet different analytical needs:

• Maps for Key Statistical Measures:

• Prevalence Maps – Point estimates of prevalence across regions.
• Uncertainty Maps – Width of credible intervals and coefficient of variation.

• Inferential Tools:

• Exceedance Probability Maps – Probability that prevalence exceeds a threshold.
• Ridge Plots – Full posterior distribution of estimates across regions.

• Model Comparison Tools:

• Scatter Plots – Model estimates plotted against each other.
• Comparison Maps – Side-by-side maps across regions.