geostan

Bayesian Spatial Analysis

CRAN Package

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) ; Donegan (2021) ; Donegan (2022) ; Donegan, Chun and Hughes (2020) ; Donegan, Chun and Griffith (2021) ; Morris et al. (2019) .


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  • Depends1 package
  • Imports15 packages
  • Suggests4 packages
  • Linking To6 packages