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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.