# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "spareg" in publications use:'
type: software
license: GPL-3.0-only
title: 'spareg: Sparse Projected Averaged Regression'
version: 1.1.1
doi: 10.48550/arXiv.2312.00130
identifiers:
- type: doi
  value: 10.32614/CRAN.package.spareg
abstract: 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) <https://doi.org/10.48550/arXiv.2312.00130> and Parzer et al (2024b) <https://doi.org/10.48550/arXiv.2410.00971>.
authors:
- family-names: Vana-Gür
  given-names: Laura
  email: laura.vana.guer@tuwien.ac.at
  orcid: https://orcid.org/0000-0002-9613-7604
- family-names: Parzer
  given-names: Roman
  email: romanparzer1@gmail.com
  orcid: https://orcid.org/0000-0003-0893-3190
- family-names: Filzmoser
  given-names: Peter
  email: peter.filzmoser@tuwien.ac.at
  orcid: https://orcid.org/0000-0002-8014-4682
preferred-citation:
  type: report
  title: Sparse Data-Driven Random Projection in Regression for High-Dimensional Data
  authors:
  - family-names: Parzer
    given-names: Roman
    email: romanparzer1@gmail.com
    orcid: https://orcid.org/0000-0003-0893-3190
  - family-names: Filzmoser
    given-names: Peter
    email: peter.filzmoser@tuwien.ac.at
    orcid: https://orcid.org/0000-0002-8014-4682
  - family-names: Vana-Gür
    given-names: Laura
    email: laura.vana.guer@tuwien.ac.at
    orcid: https://orcid.org/0000-0002-9613-7604
  institution:
    name: arXiv.org E-Print Archive
  year: '2024'
  issue: '2312.00130'
  doi: 10.48550/arXiv.2312.00130
repository: https://lauravana.r-universe.dev
repository-code: https://github.com/lauravana/spareg
commit: 05a017fd266fe679e6248987c17945e909f3b425
url: https://github.com/lauravana/spareg
date-released: '2025-07-30'
contact:
- family-names: Vana-Gür
  given-names: Laura
  email: laura.vana.guer@tuwien.ac.at
  orcid: https://orcid.org/0000-0002-9613-7604
references:
- type: report
  title: Data-Driven Random Projection and Screening for High-Dimensional Generalized
    Linear Models
  authors:
  - family-names: Parzer
    given-names: Roman
    email: romanparzer1@gmail.com
    orcid: https://orcid.org/0000-0003-0893-3190
  - family-names: Filzmoser
    given-names: Peter
    email: peter.filzmoser@tuwien.ac.at
    orcid: https://orcid.org/0000-0002-8014-4682
  - family-names: Vana-Gür
    given-names: Laura
    email: laura.vana.guer@tuwien.ac.at
    orcid: https://orcid.org/0000-0002-9613-7604
  institution:
    name: arXiv.org E-Print Archive
  year: '2024'
  issue: '2410.00971'
  doi: 10.48550/arXiv.2410.00971
- type: manual
  title: 'spareg: Sparse Projected Averaged Regression in R'
  authors:
  - family-names: Vana-Gür
    given-names: Laura
    email: laura.vana.guer@tuwien.ac.at
    orcid: https://orcid.org/0000-0002-9613-7604
  - family-names: Parzer
    given-names: Roman
    email: romanparzer1@gmail.com
    orcid: https://orcid.org/0000-0003-0893-3190
  - family-names: Filzmoser
    given-names: Peter
    email: peter.filzmoser@tuwien.ac.at
    orcid: https://orcid.org/0000-0002-8014-4682
  year: '2025'
  notes: R package version 1.0.0
  url: https://CRAN.R-project.org/package=spareg