saeHB.twofold {saeHB.twofold}R Documentation

saeHB.twofold : Small Area Estimation Under Twofold Subarea Level Model Using Hierarchical Bayesian Method

Description

Provides several functions for area and subarea level of small area estimation under Twofold Subarea Level Model using hierarchical Bayesian (HB) method with Univariate Normal distribution for variables of interest. Some dataset simulated by a data generation are also provided. The 'rjags' package is employed to obtain parameter estimates using Gibbs Sampling algorithm. Model-based estimators involves the HB estimators which include the mean, the variation of mean, and the quantile. For the reference, see Rao and Molina (2015), Torabi (2014), Leyla Mohadjer et.al(2007)

Author(s)

Reyhan Saadi, Azka Ubaidillah

Maintaner: Reyhan Saadi reyhansaadi335@gmail.com

Functions

NormalTF

This function gives estimation of subarea and area means simultaneously under Twofold Subarea Small Area Estimation Model Using Hierarchical Bayesian Method with Normal distribution based on model in Torabi (2014) amd Erciulescu et al. (2018)

Reference


[Package saeHB.twofold version 0.1.2 Index]