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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 "SparseICA" in publications use:'
type: software
license: GPL-3.0-only
title: 'SparseICA: Sparse Independent Component Analysis'
version: 0.1.3
doi: 10.1080/01621459.2024.2370593
identifiers:
- type: doi
  value: 10.32614/CRAN.package.SparseICA
abstract: Provides an implementation of the Sparse ICA method in Wang et al. (2024)
  <https://doi.org/10.1080/01621459.2024.2370593> for estimating sparse independent
  source components of cortical surface functional MRI data, by addressing a non-smooth,
  non-convex optimization problem through the relax-and-split framework. This method
  effectively balances statistical independence and sparsity while maintaining computational
  efficiency.
authors:
- family-names: Wang
  given-names: Zihang
  email: zhwang0378@gmail.com
  orcid: https://orcid.org/0000-0001-9032-5412
- family-names: Gaynanova
  given-names: Irina
  email: irinagn@umich.edu
  orcid: https://orcid.org/0000-0002-4116-0268
- family-names: Aravkin
  given-names: Aleksandr
  email: saravkin@uw.edu
  orcid: https://orcid.org/0000-0002-1875-1801
- family-names: Risk
  given-names: Benjamin
  email: benjamin.risk@emory.edu
  orcid: https://orcid.org/0000-0003-1090-0777
preferred-citation:
  type: article
  title: Sparse Independent Component Analysis with an Application to Cortical Surface
    fMRI Data in Autism
  authors:
  - family-names: Wang
    given-names: Zihang
    email: zhwang0378@gmail.com
    orcid: https://orcid.org/0000-0001-9032-5412
  - family-names: Gaynanova
    given-names: Irina
    email: irinagn@umich.edu
    orcid: https://orcid.org/0000-0002-4116-0268
  - family-names: Aravkin
    given-names: Aleksandr
    email: saravkin@uw.edu
    orcid: https://orcid.org/0000-0002-1875-1801
  - family-names: Risk
    given-names: Benjamin B
  journal: Journal of the American Statistical Association
  year: '2024'
  volume: '119'
  issue: '548'
  doi: 10.1080/01621459.2024.2370593
  start: 2508-2520
repository: https://thebrisklab.r-universe.dev
repository-code: https://github.com/thebrisklab/SparseICA
commit: 9c9dcdac80c60c8e2a021fec0b3189079e7c5dee
url: https://github.com/thebrisklab/SparseICA
date-released: '2025-01-15'
contact:
- family-names: Wang
  given-names: Zihang
  email: zhwang0378@gmail.com
  orcid: https://orcid.org/0000-0001-9032-5412