CRAN/E | saeeb

saeeb

Small Area Estimation for Count Data

Installation

About

Provides small area estimation for count data type and gives option whether to use covariates in the estimation or not. By implementing Empirical Bayes (EB) Poisson-Gamma model, each function returns EB estimators and mean squared error (MSE) estimators for each area. The EB estimators without covariates are obtained using the model proposed by Clayton & Kaldor (1987) doi:10.2307/2532003, the EB estimators with covariates are obtained using the model proposed by Wakefield (2006) doi:10.1093/biostatistics/kxl008 and the MSE estimators are obtained using Jackknife method by Jiang et. al. (2002) doi:10.1214/aos/1043351257.

Key Metrics

Version 0.1.0
R ≥ 2.10
Published 2020-04-28 1628 days ago
Needs compilation? no
License GPL-2
CRAN checks saeeb results

Downloads

Yesterday 3 +200%
Last 7 days 14 -46%
Last 30 days 95 -35%
Last 90 days 341 -14%
Last 365 days 1.663 +10%

Maintainer

Maintainer

Rizki Ananda Fauziah

Authors

Rizki Ananda Fauziah
Ika Yuni Wulansari

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10

Imports

COUNT ≥ 1.3.4
MASS
stats