Type: Package
Package: spareg
Title: Sparse Projected Averaged Regression
Version: 1.1.1
Authors@R: 
    c(person(given = "Laura",
             family = "Vana-Gür",
             role = c("aut", "cre"),
             email = "laura.vana.guer@tuwien.ac.at",
             comment = c(ORCID = "0000-0002-9613-7604")), 
      person(given = "Roman",
             family = "Parzer",
             role = c("aut"),
             email = "romanparzer1@gmail.com",
             comment = c(ORCID = "0000-0003-0893-3190")),
      person(given = "Peter",
             family = "Filzmoser",
             role = c("aut"),
             email = "peter.filzmoser@tuwien.ac.at",
             comment = c(ORCID = "0000-0002-8014-4682")))
Description: A flexible framework combining variable screening and
        random projection techniques for fitting ensembles of
        predictive generalized linear models to high-dimensional data.
        Designed for extensibility, the package implements key
        techniques as S3 classes with user-friendly constructors,
        enabling easy integration and development of new procedures for
        high-dimensional applications. For more details see Parzer et
        al (2024a) <doi:10.48550/arXiv.2312.00130> and Parzer et al
        (2024b) <doi:10.48550/arXiv.2410.00971>.
License: GPL-3
Imports: Matrix, ROCR, Rdpack, ggplot2, rlang, glmnet, methods
RdMacros: Rdpack
Encoding: UTF-8
RoxygenNote: 7.3.2
Roxygen: list(markdown = TRUE)
URL: https://github.com/lauravana/spareg
BugReports: https://github.com/lauravana/spareg/issues
Suggests: testthat (>= 3.0.0), foreach, doParallel, doRNG, robustbase,
        cellWise, VariableScreening, ggpubr, R.matlab
Config/testthat/edition: 3
Depends: R (>= 4.0.0)
Repository: https://lauravana.r-universe.dev
Date/Publication: 2025-07-30 13:58:58 UTC
RemoteUrl: https://github.com/lauravana/spareg
RemoteRef: HEAD
RemoteSha: 05a017fd266fe679e6248987c17945e909f3b425
NeedsCompilation: no
Packaged: 2026-07-03 17:17:17 UTC; root
Author: Laura Vana-Gür [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-9613-7604>),
  Roman Parzer [aut] (ORCID: <https://orcid.org/0000-0003-0893-3190>),
  Peter Filzmoser [aut] (ORCID: <https://orcid.org/0000-0002-8014-4682>)
Maintainer: Laura Vana-Gür <laura.vana.guer@tuwien.ac.at>