Ryan Zomorrodi
  • CV
  • Projects

Rate Stabilizing Toolbox

Small Area Estimation ArcGIS Pro Python Toolbox

Python
ArcGIS Pro
Bayesian
GIS
Author

Ryan Zomorrodi

Published

July 18, 2024

Source

The Rate Stabilizing Toolbox (RSTbx) is an ArcGIS Pro Python toolbox for generating reliable, local-level age-standardized measures of chronic disease developed from scratch in partnership with the Centers for Disease Control and Prevention to replace the original Rate Stabilizing Tool.

It composed of three tools:

  • Census Data Retriever Tool (CDR): Utilizes the Census API to download county or tract-level population tables (optionally stratified by age) along with boundary files from the Census HTTP server.
  • Individual Data Processing Tool (IDP): Aggregates individual data to an optionally age stratified population table and preforms checks to warn user if input data is invalid.
  • Rate Stabilizing Tool (RST): Utilizes a restricted CAR model to generate optionally age adjusted rates for local areas given the population data from the IDP and a geographic layer.

It improves on the original RST by radically simplifying the interface, speeding up estimatation time, and providing better error/warning messaging.

© 2024 Ryan Zomorrodi

  • View source
  • Report an issue