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BSTZINB: Association Among Disease Counts and Socio-Environmental Factors

Estimation of association between disease or death counts (e.g. COVID-19) and socio-environmental risk factors using a zero-inflated Bayesian spatiotemporal model. Non-spatiotemporal models and/or models without zero-inflation are also included for comparison. Functions to produce corresponding maps are also included. See Chakraborty et al. (2022) <doi:10.1007/s13253-022-00487-1> for more details on the method.

Version: 1.0.1
Depends: R (≥ 2.10)
Imports: BayesLogit, boot, coda, dplyr, ggplot2, gt, gtsummary, maps, matrixcalc, MCMCpack, msm, reshape, spam, viridis
Suggests: knitr, rmarkdown, CorrMixed, ape, testthat (≥ 3.0.0)
Published: 2024-10-31
DOI: 10.32614/CRAN.package.BSTZINB
Author: Suman Majumder [cre, aut, cph], Yoon-Bae Jun [aut, cph], Sounak Chakraborty [ctb], Chae-Young Lim [ctb], Tanujit Dey [ctb]
Maintainer: Suman Majumder <smajumd2 at gmail.com>
BugReports: https://github.com/SumanM47/BSTZINB/issues
License: GPL (≥ 3)
URL: https://github.com/SumanM47/BSTZINB
NeedsCompilation: no
Materials: README NEWS
CRAN checks: BSTZINB results

Documentation:

Reference manual: BSTZINB.pdf
Vignettes: BSTZINB_vignette (source, R code)

Downloads:

Package source: BSTZINB_1.0.1.tar.gz
Windows binaries: r-devel: BSTZINB_1.0.1.zip, r-release: BSTZINB_1.0.1.zip, r-oldrel: BSTZINB_1.0.1.zip
macOS binaries: r-release (arm64): BSTZINB_1.0.1.tgz, r-oldrel (arm64): BSTZINB_1.0.1.tgz, r-release (x86_64): BSTZINB_1.0.1.tgz, r-oldrel (x86_64): BSTZINB_1.0.1.tgz
Old sources: BSTZINB archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.