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mice (version 1.16)
Multivariate Imputation by Chained Equations
Description
Multivariate Imputation by Chained Equations
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Install
install.packages('mice')
Monthly Downloads
65,351
Version
1.16
License
GPL (version 2)
Maintainer
Roel de Jong
Last Published
November 27th, 2024
Functions in mice (1.16)
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md.pattern
Missing Data Pattern
glm.mids
Generelized Linear Regression on Multiply Imputed Data
mice.internal
internal mice functions
mice.impute.lda
Elementary Imputation Method: Linear Discriminant Analysis
mice.impute.sample
Elementary Imputation Method: Simple Random Sample
mice.impute.logreg2
Elementary Imputation Method: Logistic Regression
mice.impute.pmm
Elementary Imputation Method: Linear Regression Analysis
mice.mids
Multivariate Imputation by Chained Equations (Iteration Step)
nhanes2
nhanes2 data set
complete
Produces Imputed Flat Files from Multiply Imputed Data Set (mids)
mids
Multiply Imputed Data Set
mice.impute.norm
Elementary Imputation Method: Linear Regression Analysis
pool
Multiple Imputation Pooling
mice.impute.mean
Elementary Imputation Method: Simple Mean Imputation
mira
Multiply Imputed Repeated Analysis
lm.mids
Linear Regression on Multiply Imputed Data
mice.impute.polyreg
Elementary Imputation Method: Polytomous Regression
mice.impute.logreg
Elementary Imputation Method: Logistic Regression
mice.impute.norm.improper
Elementary Imputation Method: Linear Regression Analysis (improper)
mice
Multivariate Imputation by Chained Equations
mipo
Multiply Imputed Pooled Analysis
nhanes
nhanes data set
mice.impute.passive
Elementary Imputation Method: Passive Imputation