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) , Torabi and Rao (2014) , Leyla Mohadjer et al.(2007) < http://www.asasrms.org/Proceedings/y2007/Files/JSM2007-000559.pdf>, and Erciulescu et al.(2019) .


Reference manual

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install.packages("saeHB.twofold")

0.1.2 by Reyhan Saadi, 2 years ago


https://github.com/reymath99/saeHB.twofold


Report a bug at https://github.com/reymath99/saeHB.twofold/issues


Browse source code at https://github.com/cran/saeHB.twofold


Authors: Reyhan Saadi [aut, cre] , Azka Ubaidillah [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports rjags, coda, stringr, stats, grDevices, graphics, data.table, utils

Suggests knitr, rmarkdown, testthat

System requirements: JAGS (http://mcmc-jags.sourceforge.net)


See at CRAN