Package: saeHB.Spatial.Beta
Type: Package
Title: Small Area Estimation Hierarchical Bayes for Spatial Beta Model
Version: 0.2.0
Authors@R: c(person(given = "Boby", family = "Iwan", role = c("aut", "cre"), email = "bobyiwanboby2122@gmail.com"), person(given = "Cucu", family = "Sumarni", role = "aut"))
Description: Provides several functions and datasets for area-level Small Area Estimation using the Hierarchical Bayesian (HB) method. Model-based estimators are designed for variables of interest that follow a Beta distribution (proportions bounded between 0 and 1). The package supports both non-spatial and spatial models based on Simultaneous Autoregressive (SAR) and Leroux Conditional Autoregressive (CAR) structures for area-level random effects, with optional survey design effect (DEFF) adjustments for sampling variances. In addition, it provides utility functions for constructing spatial weights matrices and performing spatial autocorrelation diagnostics. The 'runjags' package is used to obtain posterior estimates via Markov Chain Monte Carlo (MCMC) with parallel computing capabilities. For references, see Rao and Molina (2015) <doi:10.1002/9781118735855>, Liu et al. (2014) <https://www150.statcan.gc.ca/n1/pub/12-001-x/2014001/article/14030-eng.pdf>, Kubacki and Jedrzejczak (2016) <doi:10.59170/stattrans-2016-022>, Leroux et al. (2000) <doi:10.1007/978-1-4612-1284-3_4>, Chung and Datta (2020) <https://www.census.gov/content/dam/Census/library/working-papers/2020/adrm/RRS2020-07.pdf>, Figueroa-Zúñiga et al. (2013) <doi:10.1016/j.csda.2012.12.002>, Denwood (2016) <doi:10.18637/jss.v071.i09>, Anselin (1988) <doi:10.1007/978-94-015-7799-1>, and Anselin and Morrison (2019) <https://spatialanalysis.github.io/lab_tutorials/Spatial_Weights_as_Distance_Functions.html>.
License: GPL-3
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.1.0)
Imports: runjags, coda, stats, grDevices, graphics, sf, spdep
SystemRequirements: JAGS (http://mcmc-jags.sourceforge.net)
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), ggplot2
VignetteBuilder: knitr
URL: https://github.com/BobyIwan/saeHB.Spatial.Beta
BugReports: https://github.com/BobyIwan/saeHB.Spatial.Beta/issues
Config/roxygen2/version: 8.0.0
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-09-20 10:19:17 UTC; diann
Author: Boby Iwan [aut, cre],
  Cucu Sumarni [aut]
Maintainer: Boby Iwan <bobyiwanboby2122@gmail.com>
Repository: CRAN
Date/Publication: 2026-09-20 18:30:25 UTC
