Small Area Estimation under Hurdle Negative Binomial Distribution using Hierarchical Bayesian Method

We design this package to provide a function for area level of small area estimation using Hierarchical Bayesian (HB) method under Hurdle Negative Binomial Distribution. This package provides model using Univariate Hurdle Negative Binomial Distribution for variable of interest. This package also provides a dataset produced by a data generation. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involves the Hierarchical Bayes estimators which include the mean and the variation of mean. For references, see Hilbe (2011) and Rao (2015) .


Reference manual

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install.packages("saeHB.hnb")

0.1.2 by Raka Ikmana, 4 years ago


https://github.com/rakaikmana/saeHB.hnb


Report a bug at https://github.com/rakaikmana/saeHB.hnb/issues


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


Authors: Raka Ikmana [aut, cre] , Azka Ubaidillah [aut]


Documentation:   PDF Manual  


GPL-3 license


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

Suggests knitr, rmarkdown

System requirements: JAGS (http://mcmc-jags.sourceforge.net)


See at CRAN