Package: holiglm 1.0.0

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]

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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'))

Peer review:

Datasets:
  • bike - Bike Sharing Dataset

On CRAN:

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

2.95 score 3 stars 220 downloads 26 exports 11 dependencies

Last updated 9 months agofrom:3cf8df81ce. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-winOKNov 20 2024
R-4.5-linuxOKNov 20 2024
R-4.4-winOKNov 20 2024
R-4.4-macOKNov 20 2024
R-4.3-winOKNov 20 2024
R-4.3-macOKNov 20 2024

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 Nov 20 2024.

Last update: 2023-04-25
Started: 2023-04-25

Extending the holiglm package

Rendered fromextending_holiglm.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2024-02-16
Started: 2023-04-25

Installing additional solvers

Rendered fromsolver_installation.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2023-06-27
Started: 2023-06-27