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 ORCID iD [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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