CRAN/E | ELCIC

ELCIC

The Empirical Likelihood-Based Consistent Information Criterion

Installation

About

We developed a consistent and robust information criterion to conduct model selection for semiparametric models. It is free of distribution specification and powerful to locate the true model given large sample size. This package provides several usage of ELCIC with applications in generalized linear model (GLM), generalized estimating equation (GEE) for longitudinal data, and weighted GEE (WGEE) for missing longitudinal data under the mechanism of missing at random and drop-out. Chixaing Chen, Ming Wang, Rongling Wu, Runze Li (2020) doi:10.5705/ss.202020.0254.

github.com/chencxxy28/ELCIC
Bug report File report

Key Metrics

Version 0.2.1
R ≥ 3.5.0
Published 2023-02-13 431 days ago
Needs compilation? no
License Artistic-2.0
CRAN checks ELCIC results

Downloads

Yesterday 21 0%
Last 7 days 46 0%
Last 30 days 226 +4%
Last 90 days 876 +28%
Last 365 days 2.977 +17%

Maintainer

Maintainer

Chixiang Chen

chencxxy@hotmail.com

Authors

Chixiang Chen

cre

Biyi Shen

aut

Ming Wang

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

ELCIC

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ELCIC archive

Depends

R ≥ 3.5.0

Imports

MASS
mvtnorm
PoisNor
bindata
geepack
wgeesel

Suggests

knitr
rmarkdown
markdown
testthat ≥ 3.0.0