saeproj.multilevel: Small Area Estimation Using a Projection Estimator with a
Multilevel Regression Model
Provides tools for small area estimation using a projection
estimator with a linear multilevel working model. The main function fits
a multilevel model to a smaller survey containing the response variable
and auxiliary predictors. The fitted model is used to predict outcomes
in a larger projection survey, and domain-level estimates are computed by
combining synthetic predictions with a design-based residual correction.
For methodological references, see Kim and Rao (2012)
<doi:10.1093/biomet/asr063>, Food and Agriculture Organization of the
United Nations (2021) <doi:10.4060/cb3253en>, and Moura and Holt (1999)
<https://www150.statcan.gc.ca/n1/pub/12-001-x/1999001/article/4714-eng.pdf>.
| Version: |
0.1.1 |
| Depends: |
R (≥ 3.5) |
| Imports: |
cli, dplyr, lme4, reformulas, survey, stats, utils |
| Suggests: |
knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: |
2026-09-07 |
| DOI: |
10.32614/CRAN.package.saeproj.multilevel |
| Author: |
Nazlya Rahma Susanto [aut, cre],
Azka Ubaidillah [aut] |
| Maintainer: |
Nazlya Rahma Susanto <susantonazlya at gmail.com> |
| BugReports: |
https://github.com/rahmanazlya02/saeproj.multilevel/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/rahmanazlya02/saeproj.multilevel |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
saeproj.multilevel results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=saeproj.multilevel
to link to this page.