To cite SISIR in publications, please use

Picheny V., Servien R., Villa-Vialaneix N. (2019) Interpretable sparse sliced inverse regression for functional data. Statistics and Computing, 29(2), 255-267.

Servien R., Vialaneix N. (2024) A random forest approach for interval selection in functional regression. Preprint

Corresponding BibTeX entries:

  @Article{,
    author = {Victor Picheny and Rémi Servien and Nathalie
      Villa-Vialaneix},
    title = {Interpretable sparse sliced inverse regression for
      functional data},
    journal = {Statistics and Computing},
    year = {2019},
    volume = {29},
    issue = {2},
    pages = {255-267},
  }

  @Article{,
    author = {Rémi Servien and Nathalie Vialaneix},
    title = {A random forest approach for interval selection in
      functional regression},
    journal = {Statistical Analysis and Data Mining},
    year = {2024},
    volume = {17},
    issue = {4},
    pages = {e11705},
  }