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]

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

On CRAN:

actuarial-modeling

9 exports 15 stars 1.82 score 12 dependencies 40 scripts 390 downloads

Last updated 3 years agofrom:6ffe4fc2ad. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:aglmcreateEqualFreqBinscreateEqualWidthBinscv.aglmcva.aglmexecuteBinninggetLVarMatForOneVecgetODummyMatForOneVecgetUDummyMatForOneVec

Dependencies:assertthatcodetoolsforeachglmnetiteratorslatticemathjaxrMatrixRcppRcppEigenshapesurvival