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Computes and plots prediction intervals for numerical data or prediction sets for categorical data using prior information. Empirical Bayes procedures to estimate the prior information from multi-group data are included. See, e.g.,Bersson and Hoff (2022) <doi:10.48550/arXiv.2204.08122> "Optimal Conformal Prediction for Small Areas".
| Version: | 1.0.4 |
| Depends: | R (≥ 3.5.0) |
| Imports: | sae (≥ 1.3), parallel, stats, graphics |
| Suggests: | knitr, devtools |
| Published: | 2024-03-26 |
| DOI: | 10.32614/CRAN.package.fabPrediction |
| Author: | Elizabeth Bersson [aut, cre, cph] |
| Maintainer: | Elizabeth Bersson <elizabeth.bersson at duke.edu> |
| BugReports: | https://github.com/betsybersson/fabPrediction/issues |
| License: | GPL-3 |
| URL: | https://github.com/betsybersson/fabPrediction |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | fabPrediction results |
| Reference manual: | fabPrediction.pdf |
| Vignettes: |
fabPrediction Vignette |
| Package source: | fabPrediction_1.0.4.tar.gz |
| Windows binaries: | r-devel: fabPrediction_1.0.4.zip, r-release: fabPrediction_1.0.4.zip, r-oldrel: fabPrediction_1.0.4.zip |
| macOS binaries: | r-release (arm64): fabPrediction_1.0.4.tgz, r-oldrel (arm64): fabPrediction_1.0.4.tgz, r-release (x86_64): fabPrediction_1.0.4.tgz, r-oldrel (x86_64): fabPrediction_1.0.4.tgz |
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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.