fabPrediction: Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals

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
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

Documentation:

Reference manual: fabPrediction.pdf
Vignettes: fabPrediction Vignette

Downloads:

Package source: fabPrediction_1.0.4.tar.gz
Windows binaries: r-prerel: fabPrediction_1.0.4.zip, r-release: fabPrediction_1.0.4.zip, r-oldrel: fabPrediction_1.0.4.zip
macOS binaries: r-prerel (arm64): fabPrediction_1.0.4.tgz, r-release (arm64): fabPrediction_1.0.4.tgz, r-oldrel (arm64): fabPrediction_1.0.4.tgz, r-prerel (x86_64): fabPrediction_1.0.4.tgz, r-release (x86_64): fabPrediction_1.0.4.tgz

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