Package: SISIR
Type: Package
Title: Select Intervals Suited for Functional Regression
Version: 0.2.5
Date: 2026-07-07
Authors@R: c(
  person("Victor", "Picheny", , "victor.picheny@inrae.fr", c("aut"), 
    comment = c(ORCID = "0000-0002-4948-5542")),
  person("Remi", "Servien", , "remi.servien@inrae.fr", c("aut"), 
    comment = c(ORCID = "0000-0003-1270-1843")),
  person("Nathalie", "Vialaneix", , "nathalie.vialaneix@inrae.fr", 
         c("aut", "cre"), comment = c(ORCID = "0000-0003-1156-0639")))
Maintainer: Nathalie Vialaneix <nathalie.vialaneix@inrae.fr>
Description: Interval fusion and selection procedures for regression
        with functional inputs. Methods include a semiparametric
        approach based on Sliced Inverse Regression (SIR), as described
        in <doi:10.1007/s11222-018-9806-6> (standard ridge and sparse
        SIR are also included in the package) and a random forest based
        approach, as described in <doi:10.1002/sam.11705>.
Depends: R (>= 3.5.0), foreach, doParallel, graphics, stats
URL: https://sfcb.pages-forge.inrae.fr/sisir,
        https://forge.inrae.fr/sfcb/sisir
BugReports: https://forge.inrae.fr/sfcb/sisir/-/issues
Imports: Matrix, expm, RSpectra, glmnet, dplyr, mixOmics, purrr,
        ranger, tidyr, tidyselect, adjclust, magrittr, rlang, ggplot2,
        aricode, dendextend, reshape2, RColorBrewer, utils, Boruta
Suggests: testthat, CORElearn
License: GPL (>= 2)
Encoding: UTF-8
Config/roxygen2/version: 8.0.0
NeedsCompilation: no
Packaged: 2026-07-08 19:04:37 UTC; root
Author: Victor Picheny [aut] (ORCID:
        <https://orcid.org/0000-0002-4948-5542>), Remi Servien [aut]
        (ORCID: <https://orcid.org/0000-0003-1270-1843>), Nathalie
        Vialaneix [aut, cre] (ORCID:
        <https://orcid.org/0000-0003-1156-0639>)
Repository: https://cran.r-universe.dev
Date/Publication: 2026-07-08 16:40:02 UTC
RemoteUrl: https://github.com/cran/SISIR
RemoteRef: HEAD
RemoteSha: 2dff193fec7ff868c6bda824c2a4b9a7e42082f8