Package: holiglm 1.0.1

holiglm: Holistic Generalized Linear Models

Holistic generalized linear models (HGLMs) extend generalized linear models (GLMs) by enabling the possibility to add further constraints to the model. The 'holiglm' package simplifies estimating HGLMs using convex optimization. Additional information about the package can be found in the reference manual, the 'README' and the accompanying paper <doi:10.18637/jss.v108.i07>.

Authors:Benjamin Schwendinger [aut, cre], Florian Schwendinger [aut], Laura Vana [aut]

holiglm_1.0.1.tar.gz
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holiglm.pdf |holiglm.html
holiglm/json (API)

# Install 'holiglm' in R:
install.packages('holiglm', repos = c('https://ben-schwen.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • bike - Bike Sharing Dataset

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.78 score 3 stars 209 downloads 26 exports 11 dependencies

Last updated 3 months agofrom:118713c936. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 20 2025
R-4.5-winOKMar 20 2025
R-4.5-macOKMar 20 2025
R-4.5-linuxOKMar 20 2025
R-4.4-winOKMar 20 2025
R-4.4-macOKMar 20 2025
R-4.4-linuxOKMar 20 2025
R-4.3-winOKMar 20 2025
R-4.3-macOKMar 20 2025

Exports:acoefactive_coefficientsagg_binomialas.OPcov_matrixgroup_equalgroup_inoutgroup_sparsityhglmhglm_fithglm_modelhglm_seqholiglmincludeis.hglmck_maxlinearlowerpairwise_sign_coherencerhglmrho_maxscale_constraint_matrixsign_coherencesolutionupdate_objectiveupper

Dependencies:backportscheckmateECOSolveRlatticeMASSMatrixregistryROIROI.plugin.ecosslamSuppDists

Conic Representable

Rendered fromconic_representable.Rmdusingknitr::rmarkdownon Mar 20 2025.

Last update: 2024-12-20
Started: 2023-04-25

Installing additional solvers

Rendered fromsolver_installation.Rmdusingknitr::rmarkdownon Mar 20 2025.

Last update: 2024-12-20
Started: 2023-06-27