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Estimates area and subarea level proportions using the Small Area Estimation (SAE) Twofold Subarea Model with a hierarchical Bayesian (HB) approach under Beta distribution. A number of simulated datasets generated for illustration purposes are also included. The 'rstan' package is employed to estimate parameters via the Hamiltonian Monte Carlo and No U-Turn Sampler algorithm. The model-based estimators include the HB mean, the variation of the mean, and quantiles. For references, see Rao and Molina (2015) <doi:10.1002/9781118735855>, Torabi and Rao (2014) <doi:10.1016/j.jmva.2014.02.001>, Leyla Mohadjer et al.(2007) <http://www.asasrms.org/Proceedings/y2007/Files/JSM2007-000559.pdf>, and Erciulescu et al.(2019) <doi:10.1111/rssa.12390>.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5) |
| Imports: | methods, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), rstantools (≥ 2.4.0), bayesplot, stringr |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) |
| Suggests: | knitr, rmarkdown |
| Published: | 2025-07-14 |
| DOI: | 10.32614/CRAN.package.saeHB.TF.beta |
| Author: | Nasya Zahira Putri [aut, cre], Cucu Sumarni [aut] |
| Maintainer: | Nasya Zahira Putri <nasyazp28 at gmail.com> |
| BugReports: | https://github.com/Nasyazahira/saeHB.TF.beta/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/Nasyazahira/saeHB.TF.beta |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Materials: | README |
| CRAN checks: | saeHB.TF.beta results |
| Reference manual: | saeHB.TF.beta.pdf |
| Vignettes: |
saeHB-Twofold-Beta (source, R code) |
| Package source: | saeHB.TF.beta_0.1.0.tar.gz |
| Windows binaries: | r-devel: saeHB.TF.beta_0.1.0.zip, r-release: saeHB.TF.beta_0.1.0.zip, r-oldrel: saeHB.TF.beta_0.1.0.zip |
| macOS binaries: | r-release (arm64): saeHB.TF.beta_0.1.0.tgz, r-oldrel (arm64): saeHB.TF.beta_0.1.0.tgz, r-release (x86_64): saeHB.TF.beta_0.1.0.tgz, r-oldrel (x86_64): saeHB.TF.beta_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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