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saeHB.twofold  

Hierarchical Bayes Twofold Subarea Level Model SAE
View on CRAN: Click here


Download and install saeHB.twofold package within the R console
Install from CRAN:
install.packages("saeHB.twofold")

Install from Github:
library("remotes")
install_github("cran/saeHB.twofold")

Install by package version:
library("remotes")
install_version("saeHB.twofold", "0.1.2")



Attach the package and use:
library("saeHB.twofold")
Maintained by
Reyhan Saadi
[Scholar Profile | Author Map]
First Published: 2022-02-28
Latest Update: 2023-08-19
Description:
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 doi10.10029781118735855 Torabi and Rao 2014 doi10.1016j.jmva.2014.02.001 Leyla Mohadjer et al.2007 httpwww.asasrms.orgProceedingsy2007FilesJSM2007-000559.pdf and Erciulescu et al.2019 doi10.1111rssa.12390.
How to cite:
Reyhan Saadi (2022). saeHB.twofold: Hierarchical Bayes Twofold Subarea Level Model SAE. R package version 0.1.2, https://cran.r-project.org/web/packages/saeHB.twofold. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2022-02-28 10:10), 0.1.1 (2022-05-09 14:20)
Other packages that cited saeHB.twofold R package
View saeHB.twofold citation profile
Other R packages that saeHB.twofold depends, imports, suggests or enhances
Complete documentation for saeHB.twofold
Functions, R codes and Examples using the saeHB.twofold R package
Some associated functions: NormalTF . dataTwofold . dataTwofoldNS . saeHB.twofold . 
Some associated R codes: NormalTF.R . dataTwofold.R . dataTwofoldNs.R . saehbtf_package.R .  Full saeHB.twofold package functions and examples
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