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)
- Version0.7.0
- R version≥ 3.4
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- geostan citation info
- Last release09/18/2024
Documentation
- VignetteCustom spatial models with RStan and geostan
- Vignettesource
- VignetteR code
- VignetteExploratory spatial data analysis
- Vignettesource
- VignetteR code
- VignetteRaster regression
- Vignettesource
- VignetteR code
- VignetteSpatial measurement error models
- Vignettesource
- VignetteR code
- VignetteSpatial weights matrix
- Vignettesource
- VignetteR code
- MaterialREADME
- MaterialNEWS
- In ViewsSpatial
Team
Connor Donegan
Mitzi Morris
Show author detailsRolesContributorAmy Tims
Show author detailsRolesContributor
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Dependencies
- Depends1 package
- Imports15 packages
- Suggests4 packages
- Linking To6 packages