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saeHB.Spatial.Beta
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Download and install saeHB.Spatial.Beta package within the R console
Install from CRAN:
install.packages("saeHB.Spatial.Beta")
Install from Github:
library("remotes")
install_github("cran/saeHB.Spatial.Beta") Install by package version:
library("remotes")
install_version("saeHB.Spatial.Beta", "0.1.0") Attach the package and use:
library("saeHB.Spatial.Beta")
Maintained by
Boby Iwan
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-01
Latest Update: 2026-07-01
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. The package supports spatial structures under the Simultaneous Autoregressive (SAR) and Leroux Conditional Autoregressive (CAR) models, accommodating survey design effect (DEFF) adjustments. The 'rjags' package is employed to obtain parameter estimates via Gibbs Sampling. For references, see Rao and Molina (2015) <doi:10.1002/9781118735855>, Kubacki and Jedrzejczak (2016) <doi:10.59170/stattrans-2016-022>, Leroux et al. (2000) <doi:10.1007/978-1-4612-1284-3_4>, and Chung and Datta (2020) <https://www.census.gov/content/dam/Census/library/working-papers/2020/adrm/RRS2020-07.pdf>.
How to cite:
Boby Iwan (2026). saeHB.Spatial.Beta: Small Area Estimation Hierarchical Bayes for Spatial Beta Model. R package version 0.1.0, https://cran.r-project.org/web/packages/saeHB.Spatial.Beta. Accessed 14 Jul. 2026.
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