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pan - MaRDI portal

pan

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Software:32824



swMATH21011CRANpanMaRDI QIDQ32824

Multiple Imputation for Multivariate Panel or Clustered Data

No author found.

Last update: 7 December 2023

Copyright license: GNU General Public License, version 3.0

Software version identifier: 1.6, 0.1, 0.2-1, 0.2-2, 0.2-3, 0.2-4, 0.2-6, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.9, 1.3, 1.4, 1.8, 1.9


Source code repository: https://github.com/cran/pan

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.