Package: saeHB.ZIB 0.1.1

Rizqina Rahmati

saeHB.ZIB: Small Area Estimation using Hierarchical Bayesian under Zero Inflated Binomial Distribution

Provides function for area level of small area estimation using hierarchical Bayesian (HB) method with Zero-Inflated Binomial distribution for variables of interest. Some dataset produced by a data generation are also provided. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involves the HB estimators which include the mean and the variation of mean.

Authors:Rizqina Rahmati, Azka Ubaidillah

saeHB.ZIB_0.1.1.tar.gz
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saeHB.ZIB_0.1.1.tgz(r-4.4-emscripten)saeHB.ZIB_0.1.1.tgz(r-4.3-emscripten)
saeHB.ZIB.pdf |saeHB.ZIB.html✨
saeHB.ZIB/json (API)

# Install 'saeHB.ZIB' in R:
install.packages('saeHB.ZIB', repos = 'https://cloud.r-project.org')
Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC
  • c++– GNU Standard C++ Library v3
Datasets:
  • dataZIB - Sample Data for Small Area Estimation using Hierarchical Bayesian Method under Zero-Inflated Binomial Distribution
  • dataZIBns - Sample Data for Small Area Estimation using Hierarchical Bayesian Method under Zero-Inflated Binomial 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

2.00 score 170 downloads 1 exports 11 dependencies

Last updated 3 years agofrom:5bf6f3c421. Checks:3 OK. Indexed: no.

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

Exports:ziBinomial

Dependencies:clicodagluelatticelifecyclemagrittrrjagsrlangstringistringrvctrs

saeHB_ZIB

Rendered fromsaeHB_ZIB.Rmdusingknitr::rmarkdownon Mar 26 2025.

Last update: 2022-06-22
Started: 2022-06-22

Citation

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

Rahmati R, Ubaidillah A (2022). saeHB.ZIB: Small Area Estimation using Hierarchical Bayesian under Zero Inflated Binomial Distribution. R package version 0.1.1, https://CRAN.R-project.org/package=saeHB.ZIB.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {saeHB.ZIB: Small Area Estimation using Hierarchical
      Bayesian under Zero Inflated Binomial Distribution},
    author = {Rizqina Rahmati and Azka Ubaidillah},
    year = {2022},
    note = {R package version 0.1.1},
    url = {https://CRAN.R-project.org/package=saeHB.ZIB},
  }