icdGLM1.0.0 package

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

expand_data

Complete incomplete data

icdglm.fit

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

icdglm

EM by the Method of Weights for Incomplete Data in GLMs

summary.icdglm

Summarizing Output of an EM Algorithm by the Method of Weights Using G...

Download source packageRead PDF manual

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>.

  • Maintainer: Stephan Dlugosz
  • License: GPL (>= 2)
  • Last published: 2016-07-22