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micemd  

Multiple Imputation by Chained Equations with Multilevel Data
View on CRAN: Click here


Download and install micemd package within the R console
Install from CRAN:
install.packages("micemd")

Install from Github:
library("remotes")
install_github("cran/micemd")

Install by package version:
library("remotes")
install_version("micemd", "1.10.0")



Attach the package and use:
library("micemd")
Maintained by
Vincent Audigier
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-05-13
Latest Update: 2023-11-17
Description:
Addons for the 'mice' package to perform multiple imputation using chained equations with two-level data. Includes imputation methods dedicated to sporadically and systematically missing values. Imputation of continuous, binary or count variables are available. Following the recommendations of Audigier, V. et al (2018) , 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 and overimputation for 'mice'.
How to cite:
Vincent Audigier (2017). micemd: Multiple Imputation by Chained Equations with Multilevel Data. R package version 1.10.0, https://cran.r-project.org/web/packages/micemd. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0.0 (2017-05-13 01:21), 1.1.0 (2017-07-09 18:06), 1.2.0 (2018-01-07 23:33), 1.3.0 (2018-08-22 16:40), 1.4.0 (2018-08-24 00:30), 1.5.0 (2018-11-21 12:20), 1.6.0 (2019-07-09 14:50), 1.7.0 (2021-07-30 17:40), 1.8.0 (2021-10-15 15:30), 1.9.0 (2023-06-01 14:00)
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