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.

Package details

AuthorBradley Rava [aut, cre], Wenguang Sun [ctb], Xin Tong [ctb], Gareth James [ctb]
MaintainerBradley Rava <brava@marshall.usc.edu>
LicenseGPL-3
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fasi")

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fasi documentation built on Aug. 2, 2021, 9:06 a.m.