Crandore Hub

bigMICE

Multiple Imputation of Big Data

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>.

Versions across snapshots

VersionRepositoryFileSize
1.0.0 rolling linux/jammy R-4.5 bigMICE_1.0.0.tar.gz 162.1 KiB
1.0.0 rolling linux/noble R-4.5 bigMICE_1.0.0.tar.gz 162.1 KiB
1.0.0 rolling source/ R- bigMICE_1.0.0.tar.gz 128.9 KiB
1.0.0 latest linux/jammy R-4.5 bigMICE_1.0.0.tar.gz 162.1 KiB
1.0.0 latest linux/noble R-4.5 bigMICE_1.0.0.tar.gz 162.1 KiB
1.0.0 latest source/ R- bigMICE_1.0.0.tar.gz 128.9 KiB
1.0.0 2026-04-26 source/ R- bigMICE_1.0.0.tar.gz 128.9 KiB
1.0.0 2026-04-23 source/ R- bigMICE_1.0.0.tar.gz 128.9 KiB
1.0.0 2026-04-09 windows/windows R-4.5 bigMICE_1.0.0.zip 164.8 KiB

Dependencies (latest)

Imports

Suggests