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saeHB.zinb  

Small Area Estimation using Hierarchical Bayesian under Zero Inflated Negative Binomial Distribution
View on CRAN: Click here


Download and install saeHB.zinb package within the R console
Install from CRAN:
install.packages("saeHB.zinb")

Install from Github:
library("remotes")
install_github("cran/saeHB.zinb")

Install by package version:
library("remotes")
install_version("saeHB.zinb", "0.1.1")



Attach the package and use:
library("saeHB.zinb")
Maintained by
Hayun
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-03
Latest Update: 2023-08-19
Description:
We designed this package to provide a function for area level of small area estimation using Hierarchical Bayesian HB method under Zero Inflated Negative Binomial Distribution. This package provides model using Univariate Zero Inflated 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 HB estimators which include the mean and the variation of mean and the quantile. For the reference see RaoJ.N.K Molina 2015 doi10.10029781118735855.
How to cite:
Hayun (2022). saeHB.zinb: Small Area Estimation using Hierarchical Bayesian under Zero Inflated Negative Binomial Distribution. R package version 0.1.1, https://cran.r-project.org/web/packages/saeHB.zinb
Previous versions and publish date:
0.1.0 (2022-03-03 10:00), 0.1.1 (2022-06-16 08:30)
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Other R packages that saeHB.zinb depends, imports, suggests or enhances
Functions, R codes and Examples using the saeHB.zinb R package
Some associated functions: ZinbHB . dataZINB . dataZINBNS . saeHB.zinb . 
Some associated R codes: ZinbHB.R . dataZINB.R . dataZINBNS.R . saeHB.zinb.R .  Full saeHB.zinb package functions and examples
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