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mice (version 1.15)

Multivariate Imputation by Chained Equations

Description

Multivariate Imputation by Chained Equations

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Version

Install

install.packages('mice')

Monthly Downloads

92,188

Version

1.15

License

GPL (version 2)

Maintainer

Roel de Jong

Last Published

December 10th, 2025

Functions in mice (1.15)

mice.impute.pmm

Elementary Imputation Method: Linear Regression Analysis
mice.internal

internal mice functions
complete

Produces Imputed Flat Files from Multiply Imputed Data Set (mids)
mipo

Multiply Imputed Pooled Analysis
nhanes

nhanes data set
mice.impute.logreg

Elementary Imputation Method: Logistic Regression
mids

Multiply Imputed Data Set
mice.impute.lda

Elementary Imputation Method: Linear Discriminant Analysis
mice.impute.norm.improper

Elementary Imputation Method: Linear Regression Analysis (improper)
md.pattern

Missing Data Pattern
mice.impute.sample

Elementary Imputation Method: Simple Random Sample
mice.impute.mean

Elementary Imputation Method: Simple Mean Imputation
mice.impute.polyreg

Elementary Imputation Method: Polytomous Regression
glm.mids

Generelized Linear Regression on Multiply Imputed Data
pool

Multiple Imputation Pooling
mira

Multiply Imputed Repeated Analysis
lm.mids

Linear Regression on Multiply Imputed Data
mice.impute.norm

Elementary Imputation Method: Linear Regression Analysis
mice.mids

Multivariate Imputation by Chained Equations (Iteration Step)
mice.impute.passive

Elementary Imputation Method: Passive Imputation
mice

Multivariate Imputation by Chained Equations
nhanes2

nhanes2 data set
mice.impute.logreg2

Elementary Imputation Method: Logistic Regression