Package: saeHB.TF.beta 0.2.0

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).

Authors:Nasya Zahira Putri [aut, cre], Cucu Sumarni [aut], Rizal Fauziarochman Yudasena [aut]

saeHB.TF.beta_0.2.0.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
saeHB.TF.beta/json (API)

# Install 'saeHB.TF.beta' in R:
install.packages('saeHB.TF.beta', repos = c('https://nasyazahira.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/nasyazahira/saehb.tf.beta/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • dataBeta - Simulated dataset Under Two Fold Subarea level model with Beta distribution.
  • dataBetaNS - Simulated dataset Under Two Fold Subarea level model with Beta distribution and Non-Sampled subarea.

On CRAN:

Conda:

cpp

4.60 score 5 scripts 177 downloads 2 exports 57 dependencies

Last updated from:c70cb530ba. Checks:12 OK, 1 FAIL. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK365
linux-devel-x86_64OK367
source / vignettesOK416
linux-release-arm64OK340
linux-release-x86_64OK381
macos-release-arm64OK200
macos-release-x86_64OK591
macos-oldrel-arm64OK242
macos-oldrel-x86_64OK440
windows-develOK413
windows-releaseOK387
windows-oldrelOK338
wasm-releaseFAIL158

Exports:betaTFexplore

Dependencies:abindbackportsbayesplotBHcallrcheckmateclicpp11descdistributionaldplyrfarvergenericsggplot2ggridgesgluegridExtragtableinlineisobandlabelinglifecycleloomagrittrmatrixStatsnumDerivpillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelreshape2rlangrstanrstantoolsS7scalesStanHeadersstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr

saeHB-Twofold-Beta

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Last update: 2025-09-03
Started: 2025-07-01