fasi: Fair Adjusted Selective Inference

The Fair Adjusted Selective Inference (FASI) procedure as described in the paper "A Fairness-Adjusted Selective Inference Framework For Classification" By: Bradley Rava, Wen Sun, Gareth James and Xin Tong (2021). The package includes a function that preforms the FASI procedure and returns both the r-scores and classification for new observations.

Version: 1.0.0
Depends: R (≥ 3.5.0), naivebayes, fastAdaboost, gam, stats
Suggests: testthat, knitr, rmarkdown, dplyr
Published: 2021-08-02
Author: Bradley Rava [aut, cre], Wenguang Sun [ctb], Xin Tong [ctb], Gareth James [ctb]
Maintainer: Bradley Rava <brava at marshall.usc.edu>
License: GPL-3
NeedsCompilation: no
CRAN checks: fasi results

Downloads:

Reference manual: fasi.pdf
Vignettes: Tutorial to the FASI Package in R
Package source: fasi_1.0.0.tar.gz
Windows binaries: r-devel: fasi_1.0.0.zip, r-release: fasi_1.0.0.zip, r-oldrel: fasi_1.0.0.zip
macOS binaries: r-release (arm64): fasi_1.0.0.tgz, r-release (x86_64): fasi_1.0.0.tgz, r-oldrel: fasi_1.0.0.tgz

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