msaeHB (version 0.1.0)

Multivariate Small Area Estimation using Hierarchical Bayesian Method

Description

Implements area level of multivariate small area estimation using Hierarchical Bayesian method under Normal and T distribution. The 'rjags' package is employed to obtain parameter estimates. For the reference, see Rao and Molina (2015) .

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Version

Install

install.packages('msaeHB')

Monthly Downloads

188

Version

0.1.0

License

GPL-3

Maintainer

Novia Permatasari

Last Published

March 11th, 2022

Functions in msaeHB (0.1.0)

msaeHB

msaeHB : Multivariate Small Area Estimation using Hierarchical Bayesian Method

mHBT

Multivariate Small Area Estimation using Hierarchical Bayesian under T Distribution

datasaeNorm

Sample Data for Small Area Estimation using Hierarchical Bayesian Method under Multivariate Normal distribution

datasaeT

Sample Data for Small Area Estimation using Hierarchical Bayesian Method under Multivariate T distribution

mHBNormal

Multivariate Small Area Estimation using Hierarchical Bayesian under Normal Distribution

df2R

Transform Dataframe to Matrix R