Learn R Programming

ICglm (version 0.1.0)

Information Criteria for Generalized Linear Regression

Description

Calculate various information criteria in literature for "lm" and "glm" objects.

Copy Link

Version

Install

install.packages('ICglm')

Monthly Downloads

233

Version

0.1.0

License

MIT + file LICENSE

Maintainer

Fatih Saglam

Last Published

November 11th, 2021

Functions in ICglm (0.1.0)

ICOMP

Informational Complexity
FIC

Fisher Information Criterion
CAIC

Consistent Akaike's Information Criterion and Consistent Akaike's Information Criterion with Fisher Information
GCV

Generalized Cross-Validation
HBIC

Haughton Bayesian information criterion
IBIC

Information Matrix-Based Information Criterion
HQIC

Hannan-Quinn Information Criterion
AIC

Akaike Information Criterion
IC

Information Criteria
BIC

Bayesian Information Criterion
SPBIC

Scaled Unit Information Prior Bayesian Information Criterion
reverse_fisher

Reverse Fisher Matrix
JIC

Joint Information Criterion
KIC

Kullback<U+2013>Leibler Information Criterion