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]

holiglm_1.0.0.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'))

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.

26 exports 3 stars 0.49 score 11 dependencies 239 downloads

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

TargetResultDate
Doc / VignettesOKAug 22 2024
R-4.5-winOKAug 22 2024
R-4.5-linuxOKAug 22 2024
R-4.4-winOKAug 22 2024
R-4.4-macOKAug 22 2024
R-4.3-winOKAug 22 2024
R-4.3-macOKAug 22 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 Aug 22 2024.

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

Extending the holiglm package

Rendered fromextending_holiglm.Rmdusingknitr::rmarkdownon Aug 22 2024.

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

Installing additional solvers

Rendered fromsolver_installation.Rmdusingknitr::rmarkdownon Aug 22 2024.

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