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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 "SFSI" in publications use:'
type: software
license: GPL-3.0-only
title: 'SFSI: Sparse Family and Selection Index'
version: 1.4.1
identifiers:
- type: doi
  value: 10.32614/CRAN.package.SFSI
abstract: Here we provide tools for the estimation of coefficients in penalized regressions
  when the (co)variance matrix of predictors and the covariance vector between predictors
  and response, are provided. These methods are extended to the context of a Selection
  Index (commonly used for breeding value prediction). The approaches offer opportunities
  such as the integration of high-throughput traits in genetic evaluations ('Lopez-Cruz
  et al., 2020') <https://doi.org/10.1038/s41598-020-65011-2> and solutions for training
  set optimization in Genomic Prediction ('Lopez-Cruz & de los Campos, 2021') <https://doi.org/10.1093/genetics/iyab030>.
authors:
- family-names: Lopez-Cruz
  given-names: Marco
  email: maraloc@gmail.com
- family-names: Campos
  given-names: Gustavo
  name-particle: de los
  email: gustavoc@msu.edu
preferred-citation:
  type: article
  title: Regularized selection indices for breeding value prediction using hyper-spectral
    image data
  authors:
  - family-names: Lopez-Cruz
    given-names: Marco
    email: maraloc@gmail.com
  - family-names: Olson
    given-names: Eric
  - family-names: Rovere
    given-names: Gabriel
  - family-names: Crossa
    given-names: Jose
  - family-names: Dreisigacker
    given-names: Susanne
  - family-names: Mondal
    given-names: Suchismita
  - family-names: Singh
    given-names: Ravi
  - family-names: Campos
    given-names: Gustavo
    name-particle: de los
    email: gustavoc@msu.edu
  journal: Scientific Reports
  year: '2020'
  volume: '10'
  start: '8195'
repository: https://CRAN.R-project.org/package=SFSI
repository-code: https://github.com/MarcooLopez/SFSI
url: https://github.com/MarcooLopez/SFSI
date-released: '2024-08-23'
contact:
- family-names: Lopez-Cruz
  given-names: Marco
  email: maraloc@gmail.com