Package: aglm 0.4.1

aglm: Accurate Generalized Linear Model

Provides functions to fit Accurate Generalized Linear Model (AGLM) models, visualize them, and predict for new data. AGLM is defined as a regularized GLM which applies a sort of feature transformations using a discretization of numerical features and specific coding methodologies of dummy variables. For more information on AGLM, see Suguru Fujita, Toyoto Tanaka, Kenji Kondo and Hirokazu Iwasawa (2020) <https://www.institutdesactuaires.com/global/gene/link.php?doc_id=16273&fg=1>.

Authors:Kenji Kondo [aut, cre, cph], Kazuhisa Takahashi [ctb], Hikari Banno [ctb]

aglm_0.4.1.tar.gz
aglm_0.4.1.zip(r-4.7-any)aglm_0.4.1.zip(r-4.6-any)aglm_0.4.1.zip(r-4.5-any)
aglm_0.4.1.tgz(r-4.6-any)aglm_0.4.1.tgz(r-4.5-any)
aglm_0.4.1.tar.gz(r-4.7-any)aglm_0.4.1.tar.gz(r-4.6-any)
aglm_0.4.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
aglm/json (API)

# Install 'aglm' in R:
install.packages('aglm', repos = c('https://kkondo1981.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kkondo1981/aglm/issues

On CRAN:

Conda:

actuarial-modeling

4.55 score 17 stars 42 scripts 636 downloads 9 exports 12 dependencies

Last updated from:5f25d77f62. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK130
source / vignettesOK204
linux-releaseOK190
macos-releaseOK216
macos-oldrelOK169
windows-develOK124
windows-releaseOK110
windows-oldrelOK92
wasm-releaseOK94

Exports:aglmcreateEqualFreqBinscreateEqualWidthBinscv.aglmcva.aglmexecuteBinninggetLVarMatForOneVecgetODummyMatForOneVecgetUDummyMatForOneVec

Dependencies:assertthatcodetoolsforeachglmnetiteratorslatticemathjaxrMatrixRcppRcppEigenshapesurvival