geostan: Bayesian Spatial Analysis
For spatial data analysis; provides exploratory spatial analysis tools, spatial regression models, disease mapping models, model diagnostics, and special methods for inference with small area survey data (e.g., the America Community Survey (ACS)) and censored population health surveillance data. Models are pre-specified using the Stan programming language, a platform for Bayesian inference using Markov chain Monte Carlo (MCMC). References: Carpenter et al. (2017) <doi:10.18637/jss.v076.i01>; Donegan (2021) <doi:10.31219/osf.io/3ey65>; Donegan (2022) <doi:10.21105/joss.04716>; Donegan, Chun and Hughes (2020) <doi:10.1016/j.spasta.2020.100450>; Donegan, Chun and Griffith (2021) <doi:10.3390/ijerph18136856>; Morris et al. (2019) <doi:10.1016/j.sste.2019.100301>.
| Version: | 0.7.0 |
| Depends: | R (≥ 3.4) |
| Imports: | spdep (≥ 1.0), sf (≥ 1.0-10), ggplot2 (≥ 3.0.0), methods, graphics, stats, MASS, truncnorm, signs, gridExtra, utils, Matrix (≥ 1.3), Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), rstantools (≥ 2.1.1) |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0) |
| Suggests: | testthat, knitr, rmarkdown, bayesplot |
| Published: | 2024-09-18 |
| DOI: | 10.32614/CRAN.package.geostan |
| Author: | Connor Donegan 
[aut, cre],
Mitzi Morris [ctb],
Amy Tims [ctb] |
| Maintainer: | Connor Donegan <connor.donegan at gmail.com> |
| BugReports: | https://github.com/ConnorDonegan/geostan/issues |
| License: | GPL (≥ 3) |
| URL: | https://connordonegan.github.io/geostan/ |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Citation: | geostan citation info |
| Materials: | README NEWS |
| In views: | Spatial |
| CRAN checks: | geostan results |
Documentation:
| Reference manual: | geostan.pdf |
| Vignettes: |
Custom spatial models with RStan and geostan (source, R code) Exploratory spatial data analysis (source, R code) Raster regression (source, R code) Spatial measurement error models (source, R code) Spatial weights matrix (source, R code) |
Downloads:
| Package source: | geostan_0.7.0.tar.gz |
| Windows binaries: | r-devel: geostan_0.7.0.zip, r-release: geostan_0.7.0.zip, r-oldrel: geostan_0.7.0.zip |
| macOS binaries: | r-release (arm64): geostan_0.7.0.tgz, r-oldrel (arm64): geostan_0.7.0.tgz, r-release (x86_64): geostan_0.7.0.tgz, r-oldrel (x86_64): geostan_0.7.0.tgz |
| Old sources: | geostan archive |
Linking:
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