Package: SISIR
Type: Package
Title: Select Intervals Suited for Functional Regression
Version: 0.2.4
Date: 2026-05-14
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, CORElearn, dplyr, mixOmics,
        purrr, ranger, tidyr, tidyselect, adjclust, magrittr, rlang,
        ggplot2, aricode, dendextend, reshape2, RColorBrewer, utils
Suggests: testthat, Boruta
License: GPL (>= 2)
Encoding: UTF-8
Repository: CRAN
Config/roxygen2/version: 8.0.0
NeedsCompilation: no
Packaged: 2026-05-14 15:41:37 UTC; nathalie
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>)
Date/Publication: 2026-05-14 17:10:02 UTC
