We designed this package to provides several functions for area and subarea level of small area estimation under Twofold Subarea Level Model using hierarchical Bayesian (HB) method with Univariate Normal distribution for variables of interest. Some dataset simulated by a data generation are also provided. The 'rjags' package is employed to obtain parameter estimates using Gibbs Sampling algorithm. Model-based estimators involves the HB estimators which include the mean, the variation of mean, and the quantile. For the reference, see Rao and Molina (2015) <doi:10.1002/9781118735855>, Torabi and Rao (2014) <doi:10.1016/j.jmva.2014.02.001>, Leyla Mohadjer et al.(2007) <http://www.asasrms.org/Proceedings/y2007/Files/JSM2007-000559.pdf>, and Erciulescu et al.(2019) <doi:10.1111/rssa.12390>.
Version: 0.1.2 Depends: R (≥ 2.10) Imports: rjags, coda, stringr, stats, grDevices, graphics, data.table, utils Suggests: knitr, rmarkdown, testthat (≥ 3.0.0) Published: 2024-11-28 DOI: 10.32614/CRAN.package.saeHB.twofold Author: Reyhan Saadi [aut, cre], Azka Ubaidillah [aut] Maintainer: Reyhan Saadi <reyhansaadi335 at gmail.com> BugReports: https://github.com/reymath99/saeHB.twofold/issues License: GPL-3 URL: https://github.com/reymath99/saeHB.twofold NeedsCompilation: no SystemRequirements: JAGS (http://mcmc-jags.sourceforge.net) CRAN checks: saeHB.twofold results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=saeHB.twofold to link to this page.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4