DESCRIPTION

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