micemd: Multiple Imputation by Chained Equations with Multilevel Data
Version 1.2.0

Addons for the 'mice' package to perform multiple imputation using chained equations with two-level data. Includes imputation methods specifically handling sporadically and systematically missing values. Imputation of continuous, binary or count variables are available. Following the recommendations of Audigier, V. et al (2017) , the choice of the imputation method for each variable can be facilitated by a default choice tuned according to the structure of the incomplete dataset. Allows parallel calculation for 'mice'.

Package details

AuthorVincent Audigier [aut, cre] (CNAM MSDMA team), Matthieu Resche-Rigon [aut] (INSERM ECSTRA team)
Date of publication2018-01-07 22:33:01 UTC
MaintainerVincent Audigier <[email protected]>
LicenseGPL-2 | GPL-3
Package repositoryView on CRAN
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micemd documentation built on Jan. 8, 2018, 1:09 a.m.