joiceevangelista/saeHB.gpois: SAE using HB Method under Generalized Poisson Distribution

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>.

Getting started

Package details

MaintainerJoice Evangelista Lase <221810359@stis.ac.id>
LicenseGPL-3
Version0.1.1
URL https://github.com/joiceevangelista/saeHB.gpois
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("joiceevangelista/saeHB.gpois")
joiceevangelista/saeHB.gpois documentation built on June 15, 2022, 9:56 a.m.