Small Area Estimation for Count Data
Overview
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.
Install
Health
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Rizki Ananda Fauziah <rizkiananda133@gmail.com>’
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Please add one, modifying
Authors@R: c(person(given = c("Rizki", "Ananda"),
family = "Fauziah",
role = c("aut", "cre"),
email = "rizkiananda133@gmail.com"),
person(given = c("Ika", "Yuni"),
family = "Wulansari",
role = "aut"))
as necessary.- NOTE11 OK, 2 NOTENow
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 4includes a package overview page
- Examples that run
- 100%2 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
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- Help pages citing references
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Downloads
Dependencies
Installing saeeb adds 4 packages (1 with compiled code, 2.5 MB of source tarballs). Heaviest: sandwich 1.4 MB, zoo 675 KB, COUNT 274 KB.
Code & Tests
Datasets
People & History
Maintainer since 0.1.0 (2020)
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- 0.1.0Latest2020-04-28 · current release
- RR 4.0.0 released · 2020-04-24
Package metadata
- First published
- 2020-04-28
- Total releases
- 1 / 6 yrs
- License
- GPL-2 OSI
- Minimum R
- ≥ 2.10
- Bundled data
- 1.3 KB / 1 file
- Download size
- 6.9 KB
Cite
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