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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, 255-267.

Servien R, Vialaneix N (2024). “A random forest approach for interval selection in functional regression.” Statistical Analysis and Data Mining, 17, e11705.

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},
  }

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.