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bigMICE  

Multiple Imputation of Big Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bigMICE", "1.0.0")



Attach the package and use:
library("bigMICE")
Maintained by
Oleg Sysoev
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-25
Latest Update: 2026-02-25
Description:
A computational toolbox designed for handling missing values in large datasets with the Multiple Imputation by Chained Equations (MICE) by using 'Apache Spark'. The methodology is described in Morvan et al. (2026) <doi:10.48550/arXiv.2601.21613>.
How to cite:
Oleg Sysoev (2026). bigMICE: Multiple Imputation of Big Data. R package version 1.0.0, https://cran.r-project.org/web/packages/bigMICE. Accessed 06 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited bigMICE R package
View bigMICE citation profile
Other R packages that bigMICE depends, imports, suggests or enhances
Complete documentation for bigMICE
Functions, R codes and Examples using the bigMICE R package
Full bigMICE package functions and examples
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