Small Area Estimation using Hierarchical Bayesian under Zero Inflated Binomial Distribution

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.


Reference manual

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install.packages("saeHB.ZIB")

0.1.1 by Rizqina Rahmati, 4 years ago


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


Authors: Rizqina Rahmati , Azka Ubaidillah


Documentation:   PDF Manual  


GPL-3 license


Imports stringr, coda, rjags, stats, grDevices, graphics

Suggests rmarkdown, knitr


See at CRAN