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

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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>.

Author
Lorenz Brachtendorf <Lorenz.Brachtendorf@gmx.de>, Stephan Dlugosz <stephan.dlugosz@googlemail.com>
Date of publication
2016-07-22 01:26:44
Maintainer
Stephan Dlugosz <stephan.dlugosz@googlemail.com>
License
GPL (>= 2)
Version
1.0.0

View on CRAN

Man pages

expand_data
Complete incomplete data
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...
Leukemia.data
Survival Times of 33 Leukemia Patients
summary.icdglm
Summarizing Output of an EM Algorithm by the Method of...
TLI.data
TLI Study of 82 Patients

Files in this package

icdGLM
icdGLM/NAMESPACE
icdGLM/data
icdGLM/data/Leukemia.data.rda
icdGLM/data/TLI.data.rda
icdGLM/R
icdGLM/R/icdglm.fit.R
icdGLM/R/icdglm.R
icdGLM/R/datadoc.R
icdGLM/R/expand_data.R
icdGLM/R/summary.icdglm.R
icdGLM/MD5
icdGLM/DESCRIPTION
icdGLM/man
icdGLM/man/icdglm.fit.Rd
icdGLM/man/Leukemia.data.Rd
icdGLM/man/icdglm.Rd
icdGLM/man/expand_data.Rd
icdGLM/man/TLI.data.Rd
icdGLM/man/summary.icdglm.Rd