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) <>.


Reference manual

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0.4.0 by Kenji Kondo, 14 days ago

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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