Package: hbsaems
Type: Package
Title: Hierarchical Bayesian Area-Level Small Area Estimation Models
Version: 1.1.0
Date: 2026-05-31
Authors@R: c(
    person("Achmad Syahrul", "Choir",
           email = "madsyair@stis.ac.id",
           role  = c("aut", "cre"),
           comment = c(ORCID = "0000-0001-7088-0646")),
    person("Saniyyah Sri", "Nurhayati",
           role  = "aut"),
    person("Sofi", "Zamzanah",
           role  = "aut"),
    person("Arsyka Laila", "Oktalia Siregar",
           role  = "aut"))
Maintainer: Achmad Syahrul Choir <madsyair@stis.ac.id>
Description: Fits area-level Hierarchical Bayesian Small Area
        Estimation models. The methodological foundation follows the
        standard area-level Small Area Estimation literature, primarily
        Rao and Molina (2015, ISBN: 9781118735787)
        <doi:10.1002/9781118735855>, while computational implementation
        is adapted to the parameterisation and prior-specification
        conventions of the 'brms' package <doi:10.18637/jss.v080.i01>,
        which targets the Stan back-end. Supports a principled Bayesian
        workflow <doi:10.48550/arXiv.2011.01808>, with prior predictive
        checks, convergence diagnostics, model comparison, spatial
        random effects, custom distributions, missing-data handling,
        and a bilingual 'shiny' application for non-programmer
        analysts.
License: GPL (>= 3)
URL: https://madsyair.github.io/hbsaems/,
        https://github.com/madsyair/hbsaems
BugReports: https://github.com/madsyair/hbsaems/issues
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.0.0)
Imports: brms (>= 2.18.0), coda (>= 0.19-4), ggplot2 (>= 3.3.5), mice
        (>= 3.14.0), rstantools (>= 2.4.0), stats, utils
Suggests: bayesplot, bridgesampling, DT, energy, knitr (>= 1.40), loo,
        mgcv, minerva, mockery, posterior, priorsense, readxl,
        rmarkdown (>= 2.16), rstan, sf, shiny, shinydashboard (>=
        0.7.2), shinyWidgets, shinytest2, spdep, spelling (>= 2.2),
        testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Roxygen: list(markdown = FALSE)
Language: en-US
NeedsCompilation: no
Config/roxygen2/version: 8.0.0
RoxygenNote: 8.0.0
Packaged: 2026-07-03 09:00:59 UTC; root
Author: Achmad Syahrul Choir [aut, cre]
        (<https://orcid.org/0000-0001-7088-0646>), Saniyyah Sri
        Nurhayati [aut], Sofi Zamzanah [aut], Arsyka Laila Oktalia
        Siregar [aut]
Config/pak/sysreqs: cmake make libicu-dev libx11-dev zlib1g-dev
Repository: https://madsyair.r-universe.dev
Date/Publication: 2026-06-01 12:48:42 UTC
RemoteUrl: https://github.com/madsyair/hbsaems
RemoteRef: HEAD
RemoteSha: 21eff3ec5c87a38de7c315239f58d009bc4e0f58