Package: bmstdr
Type: Package
Title: Bayesian Modeling of Spatio-Temporal Data with R
Version: 0.8.1
Authors@R: c(person(given="Sujit K.", family="Sahu", email="S.K.Sahu@soton.ac.uk", role = c("aut", "cre"),
    comment = c(ORCID = "0000-0003-2315-3598")), person(given="Duncan P.", family="Lee",
    email="Duncan.Lee@glasgow.ac.uk", role="aut"),  person(given="K. Shuvo", family="Bakar",
    email="shuvo.bakar@gmail.com", role="aut"))
URL: https://www.sujitsahu.com
Description: 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.
License: GPL-2
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Imports: methods, spTimer, ggplot2, rstan, rstantools, spBayes,
        CARBayes, CARBayesST, spTDyn, MCMCpack, Rdpack, mnormt,
        inlabru, ggpubr
RdMacros: Rdpack
Depends: R (>= 3.4.0), Rcpp (>= 0.12.0)
Suggests: INLA (>= 22.5.7), coda, extraDistr, maps, xtable, MASS, loo,
        cowplot, ggrepel, sf, knitr, rmarkdown, testthat, ggspatial,
        interp, tidyr, RColorBrewer, magick, markdown
LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0),
        rstan (>= 2.18.1), StanHeaders (>= 2.18.0), RcppParallel
VignetteBuilder: knitr
SystemRequirements: GNU make
Additional_repositories: https://inla.r-inla-download.org/R/stable
BugReports: https://github.com/sujit-sahu/bmstdr/issues
Config/pak/sysreqs: libabsl-dev cmake libfontconfig1-dev
        libfreetype6-dev libfribidi-dev libgdal-dev gdal-bin
        libgeos-dev libglpk-dev make libharfbuzz-dev libicu-dev
        libpng-dev libuv1-dev libxml2-dev libssl-dev libproj-dev
        libsqlite3-dev libudunits2-dev zlib1g-dev
Repository: https://sujit-sahu.r-universe.dev
Date/Publication: 2025-03-31 15:56:16 UTC
RemoteUrl: https://github.com/sujit-sahu/bmstdr
RemoteRef: HEAD
RemoteSha: db2895cc0d347fff245ff9a4a617219703c48796
NeedsCompilation: yes
Packaged: 2026-06-21 10:59:20 UTC; root
Author: Sujit K. Sahu [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2315-3598>),
  Duncan P. Lee [aut],
  K. Shuvo Bakar [aut]
Maintainer: Sujit K. Sahu <S.K.Sahu@soton.ac.uk>