Multiple Imputation for Multivariate Panel or Clustered Data

It provides functions and examples for maximum likelihood estimation for generalized linear mixed models and Gibbs sampler for multivariate linear mixed models with incomplete data, as described in Schafer JL (1997) "Imputation of missing covariates under a multivariate linear mixed model". Technical report 97-04, Dept. of Statistics, The Pennsylvania State University.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.6 by Jing hua Zhao, 2 years ago

Browse source code at

Authors: Original by Joseph L. Schafer

Documentation:   PDF Manual  

Task views: Multivariate Statistics, Official Statistics & Survey Methodology, Statistics for the Social Sciences, Missing Data

GPL-3 license

Suggests mitools, lme4

Imported by mitml.

Suggested by mice.

Enhanced by miceadds.

See at CRAN