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saeHB.ME (version 1.0.1)

Small Area Estimation with Measurement Error using Hierarchical Bayesian Method

Description

Implementation of small area estimation using Hierarchical Bayesian (HB) Method when auxiliary variable measured with error. The 'rjags' package is employed to obtain parameter estimates. For the references, see Rao and Molina (2015) , Ybarra and Lohr (2008) , and Ntzoufras (2009, ISBN-10: 1118210352).

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Version

Install

install.packages('saeHB.ME')

Monthly Downloads

198

Version

1.0.1

License

GPL-3

Maintainer

Muhammad Rifqi Mubarak

Last Published

August 21st, 2023

Functions in saeHB.ME (1.0.1)

meHBt

Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Student-t Distribution
dataHBME

Sample Data for Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Normal Distribution
dataTMEHB

Sample Data for Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Student-t Distribution
meHBNormal

Small Area Estimation with Measurement Error using Hierarchical Bayesian Method under Normal Distribution
saeHB.ME-package

saeHB.ME: Small Area Estimation with Measurement Error using Hierarchical Bayesian Method