Package: rai
Type: Package
Title: Revisiting-Alpha-Investing for Polynomial Regression
Version: 1.0.0
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
LazyData: true
URL: https://github.com/korydjohnson/rai
BugReports: https://github.com/korydjohnson/rai/issues
Imports: stats, dplyr, ggplot2, readr, rlang
Suggests: testthat
RoxygenNote: 6.1.1
NeedsCompilation: no
Packaged: 2019-07-01 14:25:43 UTC; kory
Author: Kory D. Johnson [aut, cre],
  Robert A. Stine [aut]
Maintainer: Kory D. Johnson <korydjohnson@gmail.com>
Repository: CRAN
Date/Publication: 2019-07-02 15:40:03 UTC
Built: R 4.6.0; ; 2026-04-30 01:26:16 UTC; unix
