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R package: "icdGLM"

Description

Provides an estimator for generalized linear models with incomplete data for discrete covariates. The estimation is based on the EM algorithm by the method of weights by Ibrahim (1990) DOI:10.2307/2290013.

Installation

From CRAN

The easiest way to use any of the functions in the icdGLM package is to install the CRAN version. It can be installed from within R using the command:

#!R

install.packages("icdGLM")

From bitbucket

The devtools package contains functions that allow you to install R packages directly from bitbucket or github. If you've installed and loaded the devtools package, the installation command is

#!R

install_bitbucket("sdlugosz/icdGLM")

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Version

Install

install.packages('icdGLM')

Monthly Downloads

163

Version

1.0.2

License

GPL (>= 2)

Maintainer

Stephan Dlugosz

Last Published

September 6th, 2026

Functions in icdGLM (1.0.2)

TLI.data

TLI Study of 82 Patients
expand_data

Complete incomplete data
Leukemia.data

Survival Times of 33 Leukemia Patients
icdglm

EM by the Method of Weights for Incomplete Data in GLMs
icdglm.fit

EM by the Method of Weights for Incomplete Data in GLMs (Algorithm)
summary.icdglm

Summarizing Output of an EM Algorithm by the Method of Weights Using GLMs