Modeling Examples with R Tools

The following materials were originally created for professional development sessions.

• Slides (created with LaTeX) introducing compartmental models for infectious diseases with least-squares estimation are available in OLS for SIR Models.
• The Jupyter notebook OLS_estimation_SIR.ipynb involves numerical solution of differential equations, global optimization, and bootstrap sampling.
• An interactive map of the United States is generated with R libraries, including highcharter and tidyverse. The code is available in the notebook maps_tidyverse.ipynb and an html-copy of the map may be downloaded from interactive_us_map-1975.html.