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sae.projection: Small Area Estimation Using Model-Assisted Projection Method
Combines information from two independent surveys using a model-assisted projection method. Designed for survey sampling scenarios where a large sample collects only auxiliary information (Survey 1) and a smaller sample provides data on both variables of interest and auxiliary variables (Survey 2). Implements a working model to generate synthetic values of the variable of interest by fitting the model to Survey 2 data and predicting values for Survey 1 based on its auxiliary variables (Kim & Rao, 2012) <doi:10.1093/biomet/asr063>.
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Package details |
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| Author | Ridson Al Farizal P [aut, cre, cph] (ORCID: <https://orcid.org/0000-0003-0617-0214>), Azka Ubaidillah [aut] (ORCID: <https://orcid.org/0000-0002-3597-0459>), Silvi Ajeng Larasati [aut], Amelia Rahayu [aut] |
| Maintainer | Ridson Al Farizal P <ridsonalfarizal15@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.1.4 |
| URL | https://github.com/Alfrzlp/sae.projection |
| Package repository | View on CRAN |
| Installation |
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