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: 1.0.0
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: 2022-07-15
Author: Pierre Masselot ORCID iD [aut, cre]
Maintainer: Pierre Masselot <pierre.masselot at>
License: GPL-3
NeedsCompilation: no
Citation: cgaim citation info
Materials: README NEWS
CRAN checks: cgaim results


Reference manual: cgaim.pdf


Package source: cgaim_1.0.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): cgaim_1.0.0.tgz, r-oldrel (arm64): cgaim_1.0.0.tgz, r-release (x86_64): cgaim_1.0.0.tgz, r-oldrel (x86_64): cgaim_1.0.0.tgz


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