Package: AirScreen
Type: Package
Title: Feature Screening via Adaptive Iterative Ridge (Air-HOLP and
        Air-OLS)
Version: 0.1.0
Authors@R: c(
    person(
      given   = "Ibrahim", family  = "Joudah",
      email   = "ibrahim.joudah@mq.edu.au",
      role    = c("aut", "cre"),
      comment = c(ORCID = "0000-0002-0397-6266")
    ),
    person(
      given   = "Samuel", family  = "Muller",
      email   = "samuel.muller@mq.edu.au",
      role    = c("aut"),
      comment = c(ORCID = "0000-0002-3087-8127")
    ),
    person(
      given   = "Houying", family = "Zhu",
      email   = "houying.zhu@mq.edu.au",
      role    = c("aut"),
      comment = c(ORCID = "0000-0002-2515-7413")
    )
    )
Description: Implements two complementary high-dimensional feature screening
    methods, Adaptive Iterative Ridge High-dimensional Ordinary Least-squares
    Projection (Air-HOLP, suitable when the number of predictors p is greater
    than or equal to the sample size n) and Adaptive Iterative Ridge Ordinary
    Least Squares (Air-OLS, for n greater than p). Also  provides helper
    functions to generate compound-symmetry and AR(1) correlated data, plus
    a unified Air() front end and a summary method. For methodological details
    see Joudah, Muller and Zhu (2025) <doi:10.1007/s11222-025-10599-6>.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: stats
RoxygenNote: 7.3.2
URL: https://github.com/Logic314/Air-HOLP
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2025-07-29 03:46:17 UTC; ibrah
Author: Ibrahim Joudah [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-0397-6266>),
  Samuel Muller [aut] (ORCID: <https://orcid.org/0000-0002-3087-8127>),
  Houying Zhu [aut] (ORCID: <https://orcid.org/0000-0002-2515-7413>)
Maintainer: Ibrahim Joudah <ibrahim.joudah@mq.edu.au>
Repository: CRAN
Date/Publication: 2025-07-31 10:00:43 UTC
Built: R 4.6.0; ; 2026-04-25 16:15:13 UTC; unix
