cgaim: Constrained Groupwise Additive Index Models

Fits constrained groupwise additive index models and provides functions for inference and interpretation of these models. The method is described in Masselot, Chebana, Campagna, Lavigne, Ouarda, Gosselin (2022) "Constrained groupwise additive index models" <doi:10.1093/biostatistics/kxac023>.

Version: 1.0.1
Imports: graphics, stats, scam, scar, quadprog, osqp, limSolve, Matrix, grDevices, methods, MASS, cgam, mgcv, gratia, doParallel, coneproj, TruncatedNormal, foreach
Suggests: testthat (≥ 2.1.0)
Published: 2024-04-03
Author: Pierre Masselot ORCID iD [aut, cre]
Maintainer: Pierre Masselot <pierre.masselot at lshtm.ac.uk>
License: GPL-3
NeedsCompilation: no
Citation: cgaim citation info
Materials: README NEWS
CRAN checks: cgaim results

Documentation:

Reference manual: cgaim.pdf

Downloads:

Package source: cgaim_1.0.1.tar.gz
Windows binaries: r-devel: cgaim_1.0.1.zip, r-release: cgaim_1.0.1.zip, r-oldrel: cgaim_1.0.1.zip
macOS binaries: r-release (arm64): cgaim_1.0.1.tgz, r-oldrel (arm64): cgaim_1.0.1.tgz, r-release (x86_64): cgaim_1.0.1.tgz
Old sources: cgaim archive

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