saeHB.gpois: saeHB.gpois : SAE using HB Method under Generalized Poisson...

In joiceevangelista/saeHB.gpois: SAE using HB Method under Generalized Poisson Distribution

saeHB.gpois : SAE using HB Method under Generalized Poisson Distribution

Description

Provides function and datasets for area level of Small Area Estimation using Hierarchical Bayesian Method under Generalized Poisson Distribution.

Author(s)

Joice Evangelista Lase, Azka Ubaidillah

Maintaner: Joice Evangelista Lase [e-mail]

Functions

GPois

The function produces small area estimator under Generalized Poisson Model Using Hierarchical Bayesian Method with Generalized Poisson distribution based on GP-1 model introduced by Consul (1989).

Reference

• Rao, J.N.K & Molina. (2015). Small Area Estimation 2nd Edition. New Jersey: John Wiley and Sons, Inc. <doi:10.1002/9781118735855>.

• Wang, G. (2021). Bayesian regression models for ecological count data in PyMC3. Ecological Informatics, 63, 101301. <doi:10.1016/j.ecoinf.2021.101301>.

• Ntzoufras, I. (2009). Bayesian Modelling Using WinBUGS. New Jersey : John Wiley & Sons, Inc. <doi:10.1002/9780470434567>.

joiceevangelista/saeHB.gpois documentation built on June 15, 2022, 9:56 a.m.