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# 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 "BOSO" in publications use:'
type: software
license: GPL-3.0-only
title: 'BOSO: Bilevel Optimization Selector Operator'
version: 1.0.4
doi: 10.32614/CRAN.package.BOSO
abstract: 'A novel feature selection algorithm for linear regression called BOSO (Bilevel
  Optimization Selector Operator). The main contribution is the use a bilevel optimization
  problem to select the variables in the training problem that minimize the error
  in the validation set. Preprint available: [Valcarcel, L. V., San Jose-Eneriz, E.,
  Cendoya, X., Rubio, A., Agirre, X., Prosper, F., & Planes, F. J. (2020). "BOSO:
  a novel feature selection algorithm for linear regression with high-dimensional
  data." bioRxiv. <https://doi.org/10.1101/2020.11.18.388579>]. In order to run the
  vignette, it is recommended to install the ''bestsubset'' package, using the following
  command: devtools::install_github(repo="ryantibs/best-subset", subdir="bestsubset").
  If you do not have gurobi, run devtools::install_github(repo="lvalcarcel/best-subset",
  subdir="bestsubset"). Moreover, to install cplexAPI you can check <https://github.com/lvalcarcel/cplexAPI>.'
authors:
- family-names: Valcarcel
  given-names: Luis V.
  email: lvalcarcel@alumni.unav.es
  orcid: https://orcid.org/0000-0003-3769-5419
- family-names: San Jose-Eneriz
  given-names: Edurne
  orcid: https://orcid.org/0000-0001-5786-5273
- family-names: Cendoya
  given-names: Xabier
  orcid: https://orcid.org/0000-0001-8401-4087
- family-names: Rubio
  given-names: Angel
  orcid: https://orcid.org/0000-0002-3274-2450
- family-names: Agirre
  given-names: Xabier
  orcid: https://orcid.org/0000-0002-6558-9560
- family-names: Prósper
  given-names: Felipe
  orcid: https://orcid.org/0000-0001-6115-8790
- family-names: Planes
  given-names: Francisco J.
  email: fplanes@unav.es
  orcid: https://orcid.org/0000-0003-1155-3105
repository: https://cranhaven.r-universe.dev
repository-code: https://github.com/lvalcarcel/BOSO
commit: 72dfc71e979d0f91f0c4e6ae89a0c76a1f77e470
url: https://github.com/lvalcarcel/BOSO
date-released: '2024-04-08'
contact:
- family-names: Valcarcel
  given-names: Luis V.
  email: lvalcarcel@alumni.unav.es
  orcid: https://orcid.org/0000-0003-3769-5419