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icdGLM (version 1.0.0)

EM by the Method of Weights for Incomplete Categorical Data in Generlized Linear Models

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) .

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Version

Install

install.packages('icdGLM')

Monthly Downloads

143

Version

1.0.0

License

GPL (>= 2)

Maintainer

Stephan Dlugosz

Last Published

July 21st, 2016

Functions in icdGLM (1.0.0)

icdglm

EM by the Method of Weights for Incomplete Data in GLMs
Leukemia.data

Survival Times of 33 Leukemia Patients
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
expand_data

Complete incomplete data
TLI.data

TLI Study of 82 Patients