Package: aglm 0.4.0

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_0.4.0.tar.gz
aglm_0.4.0.zip(r-4.5)aglm_0.4.0.zip(r-4.4)aglm_0.4.0.zip(r-4.3)
aglm_0.4.0.tgz(r-4.5-any)aglm_0.4.0.tgz(r-4.4-any)aglm_0.4.0.tgz(r-4.3-any)
aglm_0.4.0.tar.gz(r-4.5-noble)aglm_0.4.0.tar.gz(r-4.4-noble)
aglm_0.4.0.tgz(r-4.4-emscripten)aglm_0.4.0.tgz(r-4.3-emscripten)
aglm.pdf |aglm.html
aglm/json (API)
NEWS

# 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

4.51 score 16 stars 40 scripts 306 downloads 9 exports 12 dependencies

Last updated 4 years agofrom:6ffe4fc2ad. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 08 2025
R-4.5-winNOTEMar 08 2025
R-4.5-macNOTEMar 08 2025
R-4.5-linuxNOTEMar 08 2025
R-4.4-winNOTEMar 08 2025
R-4.4-macNOTEMar 08 2025
R-4.4-linuxNOTEMar 08 2025
R-4.3-winNOTEMar 08 2025
R-4.3-macNOTEMar 08 2025

Exports:aglmcreateEqualFreqBinscreateEqualWidthBinscv.aglmcva.aglmexecuteBinninggetLVarMatForOneVecgetODummyMatForOneVecgetUDummyMatForOneVec

Dependencies:assertthatcodetoolsforeachglmnetiteratorslatticemathjaxrMatrixRcppRcppEigenshapesurvival