Small Area Estimation using Hierarchical Bayesian Method
Small Area Estimation using Hierarchical Bayesian under Beta Distribut...
Small Area Estimation using Hierarchical Bayesian under Beta Distribut...
Small Area Estimation using Hierarchical Bayesian under Binomial Distr...
Small Area Estimation using Hierarchical Bayesian under Exponential Di...
Small Area Estimation using Hierarchical Bayesian under Double Exponen...
Small Area Estimation using Hierarchical Bayesian under Gamma Distribu...
Small Area Estimation using Hierarchical Bayesian under Logistic Distr...
Small Area Estimation using Hierarchical Bayesian under Lognormal Dist...
Small Area Estimation using Hierarchical Bayesian under Negative Binom...
Small Area Estimation using Hierarchical Bayesian under Normal Distrib...
Small Area Estimation using Hierarchical Bayesian under Poisson Distri...
Small Area Estimation using Hierarchical Bayesian under Poisson Gamma ...
saeHB : Small Area Estimation using Hierarchical Bayesian Method
Small Area Estimation using Hierarchical Bayesian under Student-t Dist...
Small Area Estimation using Hierarchical Bayesian under Student-t (non...
Small Area Estimation using Hierarchical Bayesian under Weibull Distri...
Provides several functions for area level of small area estimation using hierarchical Bayesian (HB) methods with several univariate distributions for variables of interest. The dataset that is used in every function is generated accordingly in the Example. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involve the HB estimators which include the mean and the variation of mean. For the reference, see Rao and Molina (2015) <doi:10.1002/9781118735855>.