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Several functions are provided for small area estimation at the area level using the hierarchical bayesian (HB) method with panel data under beta distribution for variable interest. This package also provides a dataset produced by data generation. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involve the HB estimators, which include the mean and the variation of the mean. For the reference, see Rao and Molina (2015, ISBN: 978-1-118-73578-7).
| Version: | 0.1.5 |
| Depends: | R (≥ 2.10) |
| Imports: | coda, dplyr, graphics, grDevices, rjags, stats, stringr |
| Suggests: | knitr, R.rsp, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-09-04 |
| DOI: | 10.32614/CRAN.package.saeHB.panel.beta |
| Author: | Dian Rahmawati Salis [aut, cre], Azka Ubaidillah [aut] |
| Maintainer: | Dian Rahmawati Salis <dianrahmawatisalis03 at gmail.com> |
| BugReports: | https://github.com/DianRahmawatiSalis/saeHB.panel.beta/issues |
| License: | GPL-3 |
| URL: | https://github.com/DianRahmawatiSalis/saeHB.panel.beta |
| NeedsCompilation: | no |
| SystemRequirements: | JAGS (http://mcmc-jags.sourceforge.net) |
| Materials: | README NEWS |
| CRAN checks: | saeHB.panel.beta results |
| Reference manual: | saeHB.panel.beta.pdf |
| Vignettes: |
An Application to HB Rao yu Model Under Beta Distribution On sampel dataset (source, R code) |
| Package source: | saeHB.panel.beta_0.1.5.tar.gz |
| Windows binaries: | r-devel: saeHB.panel.beta_0.1.5.zip, r-release: saeHB.panel.beta_0.1.5.zip, r-oldrel: saeHB.panel.beta_0.1.5.zip |
| macOS binaries: | r-release (arm64): saeHB.panel.beta_0.1.5.tgz, r-oldrel (arm64): saeHB.panel.beta_0.1.5.tgz, r-release (x86_64): saeHB.panel.beta_0.1.5.tgz, r-oldrel (x86_64): saeHB.panel.beta_0.1.5.tgz |
| Old sources: | saeHB.panel.beta archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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