Provides several functions for area level of small area estimation using hierarchical Bayesian (HB) methods with several univariate distributions for variables of interest. The dataset that is used in every function is generated accordingly in the Example. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involve the HB estimators which include the mean and the variation of mean. For the reference, see Rao and Molina (2015) <doi:10.1002/9781118735855>.
| Version: | 0.2.3 |
| Depends: | R (≥ 3.10) |
| Imports: | stringr, coda, rjags, stats, grDevices, graphics, cli, methods |
| Suggests: | knitr, rmarkdown, nimble, MASS, CARBayesdata |
| Published: | 2025-11-26 |
| DOI: | 10.32614/CRAN.package.saeHB |
| Author: | Zaza Yuda Perwira [aut, cre, cph], Azka Ubaidillah [aut], Ridson Al Farizal P [aut], Ika Yuni Wulansari [aut] |
| Maintainer: | Zaza Yuda Perwira <zazayudaperwira93 at gmail.com> |
| BugReports: | https://github.com/zazaperwira/saeHB/issues |
| License: | GPL-3 |
| URL: | https://github.com/zazaperwira/saeHB |
| NeedsCompilation: | no |
| SystemRequirements: | JAGS (http://mcmc-jags.sourceforge.net) |
| Materials: | README |
| CRAN checks: | saeHB results |
| Reference manual: | saeHB.html , saeHB.pdf |
| Vignettes: |
saeHB_vignette (source, R code) |
| Package source: | saeHB_0.2.3.tar.gz |
| Windows binaries: | r-devel: saeHB_0.2.3.zip, r-release: saeHB_0.2.3.zip, r-oldrel: saeHB_0.2.3.zip |
| macOS binaries: | r-release (arm64): saeHB_0.2.3.tgz, r-oldrel (arm64): saeHB_0.2.3.tgz, r-release (x86_64): saeHB_0.2.3.tgz, r-oldrel (x86_64): saeHB_0.2.3.tgz |
| Old sources: | saeHB archive |
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