rsae: Robust Small Area Estimation
Empirical best linear unbiased prediction (EBLUP) and robust prediction of the area-level means under the basic unit-level model. The model can be fitted by maximum likelihood or a (robust) M-estimator. Mean square prediction error is computed by a parametric bootstrap.
| Version: | 0.3 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, graphics |
| Suggests: | knitr,rmarkdown,robustbase |
| Published: | 2024-02-06 |
| DOI: | 10.32614/CRAN.package.rsae |
| Author: | Tobias Schoch [aut, cre], Burkardt John [cph] (Fortran 90 subroutine zero_rc) |
| Maintainer: | Tobias Schoch <tobias.schoch at fhnw.ch> |
| BugReports: | https://github.com/tobiasschoch/rsae/issues |
| License: | GPL-3 |
| URL: | https://github.com/tobiasschoch/rsae |
| NeedsCompilation: | yes |
| Citation: | rsae citation info |
| Materials: | NEWS |
| In views: | OfficialStatistics |
| CRAN checks: | rsae results |
Documentation:
| Reference manual: | rsae.html ,rsae.pdf |
| Vignettes: | Robust Estimation and Prediction Under the Unit-Level SAE Model (source,R code) |
Downloads:
| Package source: | rsae_0.3.tar.gz |
| Windows binaries: | r-devel:rsae_0.3.zip, r-release:rsae_0.3.zip, r-oldrel:rsae_0.3.zip |
| macOS binaries: | r-release (arm64):rsae_0.3.tgz, r-oldrel (arm64):rsae_0.3.tgz, r-release (x86_64):rsae_0.3.tgz, r-oldrel (x86_64):rsae_0.3.tgz |
| Old sources: | rsae archive |
Reverse dependencies:
| Reverse suggests: | maSAE,spaMM |
Linking:
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