The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
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>.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.3.0), tidymodels |
| Imports: |
cli, doParallel, dplyr, methods, parsnip, recipes, rlang, rsample, stats, survey, tune, workflows, yardstick, bonsai, ranger, lightgbm |
| Published: |
2024-12-19 |
| DOI: |
10.32614/CRAN.package.sae.projection |
| Author: |
Ridson Al Farizal P
 [aut, cre,
cph],
Azka Ubaidillah
[aut] |
| Maintainer: |
Ridson Al Farizal P <ridsonalfarizal15 at gmail.com> |
| BugReports: |
https://github.com/Alfrzlp/sae.projection/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/Alfrzlp/sae.projection |
| NeedsCompilation: |
no |
| Materials: |
README |
| CRAN checks: |
sae.projection results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=sae.projection
to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.