CRAN/E | SISIR

SISIR

Select Intervals Suited for Functional Regression

Installation

About

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.

Citation SISIR citation info
forgemia.inra.fr/sfcb/sisir
Bug report File report

Key Metrics

Version 0.2.2
R ≥ 3.5.0
Published 2023-03-26 400 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks SISIR results

Downloads

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Maintainer

Maintainer

Nathalie Vialaneix

nathalie.vialaneix@inrae.fr

Authors

Victor Picheny

aut

Remi Servien

aut

Nathalie Vialaneix

aut / cre

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SISIR archive

Depends

R ≥ 3.5.0
foreach
doParallel
graphics
stats

Imports

Matrix
expm
RSpectra
glmnet
Boruta
CORElearn
dplyr
mixOmics
purrr
ranger
tidyr
tidyselect
adjclust
magrittr
rlang
ggplot2
aricode
dendextend
reshape2
RColorBrewer

Suggests

testthat