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>.


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Reference manual

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install.packages("aglm")

0.4.0 by Kenji Kondo, 3 months ago


https://github.com/kkondo1981/aglm


Report a bug at https://github.com/kkondo1981/aglm/issues


Browse source code at https://github.com/cran/aglm


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


Documentation:   PDF Manual  


GPL-2 license


Imports glmnet, assertthat, methods, mathjaxr

Suggests testthat, knitr, rmarkdown, MASS, faraway


See at CRAN