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>, 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 |
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