To cite projection scrubbing in publications use the following references. (To cite other methods included in this package, refer to the documentation for their individual functions.)

Mejia AF, Nebel MB, Eloyan A, Caffo B, Lindquist MA (2017). “PCA leverage: outlier detection for high-dimensional functional magnetic resonance imaging data.” Biostatistics, 18(3), 521–536. doi:10.1093/biostatistics/kxw050.

Pham DD, McDonald D, Ding L, Nebel MB, Mejia A (2023). “Less is more: balancing noise reduction and data retention in fMRI with data-driven scrubbing.” NeuroImage, 119972.

Corresponding BibTeX entries:

  @Article{mejiaPCALeverageOutlier2017a,
    title = {PCA leverage: outlier detection for high-dimensional
      functional magnetic resonance imaging data},
    author = {Amanda F Mejia and Mary Beth Nebel and Ani Eloyan and
      Brian Caffo and Martin A. Lindquist},
    journal = {Biostatistics},
    year = {2017},
    volume = {18},
    number = {3},
    pages = {521--536},
    publisher = {Oxford University Press},
    doi = {10.1093/biostatistics/kxw050},
  }

  @Article{phamScrubbingLess2023,
    title = {Less is more: balancing noise reduction and data retention
      in fMRI with data-driven scrubbing},
    author = {Damon D Pham and Daniel McDonald and Lei Ding and Mary
      Beth Nebel and Amanda Mejia},
    journal = {NeuroImage},
    pages = {119972},
    year = {2023},
    publisher = {Elsevier},
  }