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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 |
Reference manual: | BSTZINB.pdf |
Vignettes: |
BSTZINB_vignette (source, R code) |
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 |
Please use the canonical form https://CRAN.R-project.org/package=BSTZINB to link to this page.
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.