AGLM_Input-class

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>.

Kenji Kondo

aglm

Accurate Generalized Linear Model

Kazuhisa Takahashi

Hikari Banno

AGLM_Input-class function

<dl>
<dt><code>vars_info</code></dt>
<dd>A list, each of whose element is information of one variable.</dd></dl>
<dt><code>data</code></dt>
<dd>The original data.</dd>

Slots

S4 class for input — AGLM_Input-class

<dl>
<dt><code>vars_info</code></dt>
<dd>A list, each of whose element is information of one variable.</dd>


<dt><code>data</code></dt>
<dd>The original data.</dd>


</dl>

AGLM_Input-class: S4 class for input

Description

Arguments

Slots