https://github.com/arh926/bayesian-spatiotemporal-wombling

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

https://github.com/arh926/bayesian-spatiotemporal-wombling

Science Score: 13.0%

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    Low similarity (7.5%) to scientific vocabulary
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Reproducibility Check Materials for the manuscript titled, "Bayesian Spatiotemporal Wombling" (Aritra Halder, Didong Li, Sudipto Banerjee)

Basic Info
  • Host: GitHub
  • Owner: arh926
  • Language: R
  • Default Branch: main
  • Size: 229 KB
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Created almost 2 years ago · Last pushed almost 2 years ago
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Readme

README.md

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.

Owner

  • Name: Aritra Halder
  • Login: arh926
  • Kind: user
  • Location: Philadelphia, PA
  • Company: Drexel University

Assistant Professor of Biostatistics

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