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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>.
Getting started
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Package details |
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| Author | Nazlya Rahma Susanto [aut, cre], Azka Ubaidillah [aut] |
| Maintainer | Nazlya Rahma Susanto <susantonazlya@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.1.1 |
| URL | https://github.com/rahmanazlya02/saeproj.multilevel |
| Package repository | View on CRAN |
| Installation |
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