Package: rai
Type: Package
Title: Revisiting-Alpha-Investing for Polynomial Regression
Version: 1.0.1
Authors@R: c(
    person("Kory D.", "Johnson", email = "korydjohnson@gmail.com", role = c("aut", "cre")),
    person("Robert A.", "Stine", email = "stine@wharton.upenn.edu", role = "aut")
    )
Description: A modified implementation of stepwise regression that
        greedily searches the space of interactions among features in
        order to build polynomial regression models. Furthermore, the
        hypothesis tests conducted are valid-post model selection due
        to the use of a revisiting procedure that implements an
        alpha-investing rule. As a result, the set of rejected
        sequential hypotheses is proven to control the marginal false
        discover rate. When not searching for polynomials, the package
        provides a statistically valid algorithm to run and terminate
        stepwise regression. For more information, see Johnson, Stine,
        and Foster (2019) <arXiv:1510.06322>.
License: GPL-3
Encoding: UTF-8
URL: https://github.com/korydjohnson/rai
BugReports: https://github.com/korydjohnson/rai/issues
Imports: stats, dplyr, ggplot2, readr, rlang
Suggests: testthat
RoxygenNote: 7.0.2
Config/pak/sysreqs: libx11-dev
Repository: https://korydjohnson.r-universe.dev
Date/Publication: 2022-04-15 13:52:39 UTC
RemoteUrl: https://github.com/korydjohnson/rai
RemoteRef: HEAD
RemoteSha: b3eeaf76184c1077ca9a48d245e2a4821a4aad07
NeedsCompilation: no
Packaged: 2026-09-19 11:09:17 UTC; root
Author: Kory D. Johnson [aut, cre],
  Robert A. Stine [aut]
Maintainer: Kory D. Johnson <korydjohnson@gmail.com>