saeHB.hnb: Small Area Estimation under Hurdle Negative Binomial Distribution using Hierarchical Bayesian Method

We design this package to provide a function for area level of small area estimation using Hierarchical Bayesian (HB) method under Hurdle Negative Binomial Distribution. This package provides model using Univariate Hurdle Negative Binomial Distribution for variable of interest. This package also provides a dataset produced by a data generation. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involves the Hierarchical Bayes estimators which include the mean and the variation of mean. For references, see Hilbe (2011) <doi:10.1017/CBO9780511973420> and Rao (2015) <doi:10.1002/9781118735855>.

Version: 0.1.0
Depends: R (≥ 2.10)
Imports: stringr, coda, rjags, stats, grDevices, graphics
Suggests: knitr, rmarkdown
Published: 2022-03-08
Author: Raka Ikmana [aut, cre], Azka Ubaidillah [aut]
Maintainer: Raka Ikmana <221810548 at>
License: GPL-3
NeedsCompilation: no
SystemRequirements: JAGS (
CRAN checks: saeHB.hnb results


Reference manual: saeHB.hnb.pdf
Vignettes: saeHB_hnb


Package source: saeHB.hnb_0.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): saeHB.hnb_0.1.0.tgz, r-oldrel (arm64): saeHB.hnb_0.1.0.tgz, r-release (x86_64): saeHB.hnb_0.1.0.tgz, r-oldrel (x86_64): saeHB.hnb_0.1.0.tgz


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