We designed this package to provide function for area level of Small Area Estimation using Hierarchical Bayesian (HB) method under Generalized Poisson Distribution. This package provides model using Univariate Generalized Poisson Distribution for variable of interest. Some datasets simulated 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. For the reference, see Rao and Molina (2015) <doi:10.1002/9781118735855>, Wang (2021) <doi:10.1016/j.ecoinf.2021.101301> and Ntzoufras (2009) <doi:10.1002/9780470434567>.
Version: | 0.1.1 |
Depends: | R (≥ 2.10) |
Imports: | stringr, coda, rjags, stats, grDevices, graphics |
Suggests: | knitr, rmarkdown |
Published: | 2022-06-08 |
Author: | Joice Evangelista Lase [aut, cre], Azka Ubaidillah [aut] |
Maintainer: | Joice Evangelista Lase <221810359 at stis.ac.id> |
BugReports: | https://github.com/joiceevangelista/saeHB.gpois/issues |
License: | GPL-3 |
URL: | https://github.com/joiceevangelista/saeHB.gpois |
NeedsCompilation: | no |
SystemRequirements: | JAGS (http://mcmc-jags.sourceforge.net) |
CRAN checks: | saeHB.gpois results |
Reference manual: | saeHB.gpois.pdf |
Vignettes: |
HelpFile |
Package source: | saeHB.gpois_0.1.1.tar.gz |
Windows binaries: | r-devel: saeHB.gpois_0.1.1.zip, r-release: saeHB.gpois_0.1.1.zip, r-oldrel: saeHB.gpois_0.1.1.zip |
macOS binaries: | r-release (arm64): saeHB.gpois_0.1.1.tgz, r-oldrel (arm64): saeHB.gpois_0.1.1.tgz, r-release (x86_64): saeHB.gpois_0.1.1.tgz, r-oldrel (x86_64): saeHB.gpois_0.1.1.tgz |
Old sources: | saeHB.gpois archive |
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