/Bayesian-Spatiotemporal-Wombling

Reproducibility Check Materials for the manuscript titled, "Bayesian Spatiotemporal Wombling" (Aritra Halder, Didong Li, Sudipto Banerjee)

Primary LanguageR

Bayesian-Spatiotemporal-Wombling

This GitHub repository contains materials to reproduce analyses, visualizations, and tables for the manuscript titled, "Bayesian Spatiotemporal Wombling", authored by Aritra Halder, Didong Li & Sudipto Banerjee.

The content of this repository includes a roadmap explaining the workflow to reproduce the analysis in the manuscript. Detailed descriptions for each script (as comments in the script) is provided to aid in the execution. The functions used are from the sptwombling (author + maintainer: Aritra Halder). The code folder contains the key functions instrumental in execution.

See the sptwombling R package repository for further details.

Roadmap of the Repository

Directory Contents/Description
code contains source code from sptwombling relevant for preforming the analysis in .R format
data contains data used in Section 6 of the manuscript
output contains simulation and data anslysis scripts for results and figures in the manuscript in .R format
  • The datasets required to reproduce the tables are too large in size to include here.