Fits, validates and compares a number of Bayesian models for spatial and space time point referenced and areal unit data. Model fitting is done using several packages: 'rstan', 'INLA', 'spBayes', 'spTimer', 'spTDyn', 'CARBayes' and 'CARBayesST'. Model comparison is performed using the DIC and WAIC, and K-fold cross-validation where the user is free to select their own subset of data rows for validation. Sahu (2022) <doi:10.1201/9780429318443> describes the methods in detail.
| Version: | 0.8.2 |
| Depends: | R (≥ 3.4.0),Rcpp (≥ 0.12.0) |
| Imports: | methods,spTimer,ggplot2,rstan,rstantools,spBayes,CARBayes,CARBayesST,spTDyn,MCMCpack,Rdpack,mnormt,inlabru,ggpubr |
| LinkingTo: | BH (≥ 1.66.0),Rcpp (≥ 0.12.0),RcppEigen (≥ 0.3.3.3.0),rstan (≥ 2.18.1),StanHeaders (≥ 2.18.0),RcppParallel |
| Suggests: | INLA (≥ 22.5.7),coda,extraDistr,maps,xtable,MASS,loo,cowplot,ggrepel,sf,knitr,rmarkdown,testthat,ggspatial,interp,tidyr,RColorBrewer,magick,markdown |
| Published: | 2025-03-31 |
| DOI: | 10.32614/CRAN.package.bmstdr |
| Author: | Sujit K. Sahu [aut, cre], Duncan P. Lee [aut], K. Shuvo Bakar [aut] |
| Maintainer: | Sujit K. Sahu <S.K.Sahu at soton.ac.uk> |
| BugReports: | https://github.com/sujit-sahu/bmstdr/issues |
| License: | GPL-2 |
| URL: | https://www.sujitsahu.com |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Additional_repositories: | https://inla.r-inla-download.org/R/stable |
| CRAN checks: | bmstdr results |