Package: saeHB.ME 1.0.1

Muhammad Rifqi Mubarak

saeHB.ME: Small Area Estimation with Measurement Error using Hierarchical Bayesian Method

Implementation of small area estimation using Hierarchical Bayesian (HB) Method when auxiliary variable measured with error. The 'rjags' package is employed to obtain parameter estimates. For the references, see Rao and Molina (2015) <doi:10.1002/9781118735855>, Ybarra and Lohr (2008) <doi:10.1093/biomet/asn048>, and Ntzoufras (2009, ISBN-10: 1118210352).

Authors:Azka Ubaidillah [aut], Muhammad Rifqi Mubarak [aut, cre]

saeHB.ME_1.0.1.tar.gz
saeHB.ME_1.0.1.tar.gz(r-4.5-noble)saeHB.ME_1.0.1.tar.gz(r-4.4-noble)
saeHB.ME_1.0.1.tgz(r-4.4-emscripten)saeHB.ME_1.0.1.tgz(r-4.3-emscripten)
saeHB.ME.pdf |saeHB.ME.html✨
saeHB.ME/json (API)

# Install 'saeHB.ME' in R:
install.packages('saeHB.ME', repos = 'https://cloud.r-project.org')
Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC
  • c++– GNU Standard C++ Library v3
Datasets:
  • dataHBME - Sample Data for Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Normal Distribution
  • dataTMEHB - Sample Data for Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Student-t Distribution

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

jagscpp

1.00 score 1 stars 169 downloads 2 exports 11 dependencies

Last updated 2 years agofrom:601337c689. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 26 2025
R-4.5-linuxOKMar 26 2025
R-4.4-linuxOKMar 26 2025

Exports:meHBNormalmeHBt

Dependencies:clicodagluelatticelifecyclemagrittrrjagsrlangstringistringrvctrs

Citation

To cite package ‘saeHB.ME’ in publications use:

Azka Ubaidillah, Muhammad Rifqi Mubarak (2023). saeHB.ME: Small Area Estimation with Measurement Error using Hierarchical Bayesian Method. R package version 1.0.1, https://CRAN.R-project.org/package=saeHB.ME.

Corresponding BibTeX entry: 

  @Manual{,
    title = {saeHB.ME: Small Area Estimation with Measurement Error
      using Hierarchical Bayesian Method},
    author = {{Azka Ubaidillah} and {Muhammad Rifqi Mubarak}},
    year = {2023},
    note = {R package version 1.0.1},
    url = {https://CRAN.R-project.org/package=saeHB.ME},
  }