Other packages > Find by keyword >

RSTr  

Gibbs Samplers for Discrete Bayesian Spatiotemporal Models
View on CRAN: Click here


Download and install RSTr package within the R console
Install from CRAN:
install.packages("RSTr")

Install from Github:
library("remotes")
install_github("cran/RSTr")

Install by package version:
library("remotes")
install_version("RSTr", "1.0.0")



Attach the package and use:
library("RSTr")
Maintained by
David DeLara
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-01
Latest Update: 2026-02-01
Description:
Takes Poisson or Binomial discrete spatial data and runs a Gibbs sampler for a variety of Spatiotemporal Conditional Autoregressive (CAR) models. Includes measures to prevent estimate over-smoothing through a restriction of model informativeness for select models. Also provides tools to load output and get median estimates. Implements methods from Besag, York, and Mollié (1991) "Bayesian image restoration, with two applications in spatial statistics" <doi:10.1007/BF00116466>, Gelfand and Vounatsou (2003) "Proper multivariate conditional autoregressive models for spatial data analysis" <doi:10.1093/biostatistics/4.1.11>, Quick et al. (2017) "Multivariate spatiotemporal modeling of age-specific stroke mortality" <doi:10.1214/17-AOAS1068>, and Quick et al. (2021) "Evaluating the informativeness of the Besag-York-Mollié CAR model" <doi:10.1016/j.sste.2021.100420>.
How to cite:
David DeLara (2026). RSTr: Gibbs Samplers for Discrete Bayesian Spatiotemporal Models. R package version 1.0.0, https://cran.r-project.org/web/packages/RSTr. Accessed 11 Sep. 2026.
Previous versions and publish date:
(2026-07-09 08:20), 1.0.0 (2026-01-17 21:10), 1.1.4 (2026-01-31 07:40)
Other packages that cited RSTr R package
View RSTr citation profile
Other R packages that RSTr depends, imports, suggests or enhances
Complete documentation for RSTr
Functions, R codes and Examples using the RSTr R package
Full RSTr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

LDLcalc  
Calculate and Predict the Low Density Lipoprotein Values
A wide variety of ways to calculate (through equations) or predict (using 9 Machine learning methods ...
Download / Learn more Package Citations See dependency  
c3  
'C3.js' Chart Library
Create interactive charts with the 'C3.js' charting library. All plot types in ' ...
Download / Learn more Package Citations See dependency  
IDE  
Integro-Difference Equation Spatio-Temporal Models
The Integro-Difference Equation model is a linear, dynamical model used to model phenomena that evo ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
PublicationBias  
Sensitivity Analysis for Publication Bias in Meta-Analyses
Performs sensitivity analysis for publication bias in meta-analyses (per Mathur & VanderWeele, 2020 ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,677

Author Associations

28,481

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA