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saeHB.ZIB (version 0.1.1)

Small Area Estimation using Hierarchical Bayesian under Zero Inflated Binomial Distribution

Description

Provides function for area level of small area estimation using hierarchical Bayesian (HB) method with Zero-Inflated Binomial distribution for variables of interest. Some dataset produced by a data generation are also provided. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involves the HB estimators which include the mean and the variation of mean.

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Version

Install

install.packages('saeHB.ZIB')

Monthly Downloads

228

Version

0.1.1

License

GPL-3

Maintainer

Rizqina Rahmati

Last Published

June 22nd, 2022

Functions in saeHB.ZIB (0.1.1)

dataZIBns

Sample Data for Small Area Estimation using Hierarchical Bayesian Method under Zero-Inflated Binomial Distribution
dataZIB

Sample Data for Small Area Estimation using Hierarchical Bayesian Method under Zero-Inflated Binomial Distribution
ziBinomial

Small Area Estimation using Hierarchical Bayesian under Zero Inflated Binomial Distribution