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.


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Reference manual

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install.packages("pan")

1.6 by Jing hua Zhao, 2 years ago


Browse source code at https://github.com/cran/pan


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