To cite package ‘SDModels’ in publications use Ulmer, Scheidegger, and Bühlmann (2025) for Spectrally Deconfounded Random Forests (SDForest) and Scheidegger, Guo, and Bühlmann (2025) for Spectrally Deconfounded Additive Models (SDAMs).

Ulmer, Scheidegger, and Bühlmann (2025) Spectrally Deconfounded Random Forests. arXiv preprint.

Scheidegger, Guo, and Bühlmann (2025) Spectral deconfounding for high-dimensional sparse additive models. ACM/JMS Journal of Data Science.

Corresponding BibTeX entries:

  @Article{,
    title = {Spectrally Deconfounded Random Forests},
    author = {Markus Ulmer and Cyrill Scheidegger and Peter
      B{"u}hlmann},
    year = {2025},
    publisher = {ASA Website},
    journal = {Journal of Computational and Graphical Statistics},
    doi = {10.1080/10618600.2025.2569602},
    url = {https://doi.org/10.1080/10618600.2025.2569602},
  }

  @Article{,
    author = {{Scheidegger} and {Cyrill} and {Guo} and {Zijian} and
      {B"{u}hlmann} and {Peter}},
    title = {Spectral Deconfounding for High-Dimensional Sparse
      Additive Models},
    year = {2025},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    url = {https://doi.org/10.1145/3711116},
    doi = {10.1145/3711116},
    journal = {ACM / IMS J. Data Sci.},
    volume = {2},
    number = {1},
  }