saeHB.TF.beta: SAE using HB Twofold Subarea Model under Beta Distribution
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>, Erciulescu et al.(2019) <doi:10.1111/rssa.12390>, and Yudasena (2024).
| Version: | 0.2.0 |
| 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,testthat (≥ 3.0.0),ggplot2 |
| Published: | 2025-09-03 |
| DOI: | 10.32614/CRAN.package.saeHB.TF.beta |
| Author: | Nasya Zahira Putri [aut, cre], Cucu Sumarni [aut], Rizal Fauziarochman Yudasena [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 |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=saeHB.TF.betato link to this page.