Package: SISIR
Type: Package
Title: Select Intervals Suited for Functional Regression
Version: 0.2.3
Date: 2024-08-16
Authors@R: c(
  person("Victor", "Picheny", , "victor.picheny@inrae.fr", c("aut")),
  person("Remi", "Servien", , "remi.servien@inrae.fr", c("aut")),
  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://forgemia.inra.fr/sfcb/sisir
BugReports: https://forgemia.inra.fr/sfcb/sisir/-/issues
Imports: Matrix, expm, RSpectra, glmnet, Boruta, CORElearn, dplyr,
        mixOmics, purrr, ranger, tidyr, tidyselect, adjclust, magrittr,
        rlang, ggplot2, aricode, dendextend, reshape2, RColorBrewer
Suggests: testthat
License: GPL (>= 2)
RoxygenNote: 7.3.1
Encoding: UTF-8
Repository: CRAN
NeedsCompilation: no
Packaged: 2024-08-16 11:51:16 UTC; nathalie
Author: Victor Picheny [aut],
  Remi Servien [aut],
  Nathalie Vialaneix [aut, cre] (<https://orcid.org/0000-0003-1156-0639>)
Date/Publication: 2024-08-16 12:50:02 UTC
Built: R 4.6.0; ; 2026-04-26 21:40:29 UTC; unix
