Package: saeHB.twofold 0.1.0
Reyhan Saadi
saeHB.twofold: Hierarchical Bayes Twofold Subarea Level Model SAE
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>.
Authors:
saeHB.twofold_0.1.0.tar.gz
saeHB.twofold_0.1.0.zip(r-4.7)saeHB.twofold_0.1.0.zip(r-4.6)saeHB.twofold_0.1.0.zip(r-4.5)
saeHB.twofold_0.1.0.tgz(r-4.6-any)saeHB.twofold_0.1.0.tgz(r-4.5-any)
saeHB.twofold_0.1.0.tar.gz(r-4.7-any)saeHB.twofold_0.1.0.tar.gz(r-4.6-any)
saeHB.twofold_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
saeHB.twofold/json (API)
| # Install 'saeHB.twofold' in R: |
| install.packages('saeHB.twofold', repos = c('https://reymath99.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/reymath99/saehb.twofold/issues
- jags– Just Another Gibbs Sampler for Bayesian MCMC - binary JAGS is Just Another Gibbs Sampler. It is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation not wholly unlike BUGS. JAGS was written with three aims in mind: * To have an engine for the BUGS language that runs on Unix * To be extensible, allowing users to write their own functions, distributions and samplers. * To be a plaftorm for experimentation with ideas in Bayesian modelling This package contains the 'jags' binary as well as the associated shared library modules loaded by the binary.
- c++– GNU Standard C++ Library v3
- dataTwofold - Simulated dataset Under Two Fold Subarea level model with Normal distribution.
- dataTwofoldNS - Simulated dataset Under Two Fold Subarea level model with Normal distribution and Non-sampled subarea
Last updated from:d3ac49449a. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 131 | ||
| source / vignettes | OK | 197 | ||
| linux-release-x86_64 | OK | 100 | ||
| macos-release-arm64 | OK | 82 | ||
| macos-oldrel-arm64 | OK | 90 | ||
| windows-devel | OK | 92 | ||
| windows-release | OK | 84 | ||
| windows-oldrel | OK | 131 | ||
| wasm-release | OK | 113 |
Exports:NormalTF
Dependencies:clicodadata.tablegluelatticelifecyclemagrittrrjagsrlangstringistringrvctrs
