Multivariate Imputation by Chained Equations


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Documentation for package ‘mice’ version 1.21

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.norm.draw Internal mice functions
.pmm.match Internal mice functions
complete Creates a Complete Flat File from a Multiply Imputed Data Set
data.frame.to.matrix Internal mice functions
glm.mids Generalized Linear Model for Multiply Imputed Data
is.mids Internal mice functions
is.mipo Internal mice functions
is.mira Internal mice functions
is.passive Internal mice functions
lm.mids Linear Regression on Multiply Imputed Data
logitreg Internal mice functions
md.pattern Missing Data Pattern
mice Multivariate Imputation by Chained Equations (MICE)
mice.impute.lda Elementary Imputation Method: Linear Discriminant Analysis
mice.impute.logreg Elementary Imputation Method: Logistic Regression
mice.impute.logreg2 Elementary Imputation Method: Logistic Regression
mice.impute.mean Elementary Imputation Method: Simple Mean Imputation
mice.impute.norm Elementary Imputation Method: Linear Regression Analysis
mice.impute.norm.improper Elementary Imputation Method: Linear Regression Analysis (improper)
mice.impute.passive Elementary Imputation Method: Passive Imputation
mice.impute.pmm Elementary Imputation Method: Linear Regression Analysis
mice.impute.polyreg Elementary Imputation Method: Polytomous Regression
mice.impute.sample Elementary Imputation Method: Simple Random Sample
mice.mids Multivariate Imputation by Chained Equations (Iteration Step)
mids Multiply Imputed Data Set
mipo Multiply Imputed Pooled Analysis
mira Multiply Imputed Repeated Analyses
nhanes NHANES example - all variables numerical
nhanes2 NHANES example - mixed numerical and discrete variables
padModel Internal mice functions
plot.mids Multiply Imputed Data Set
pool Multiple Imputation Pooling
print.mids Multiply Imputed Data Set
print.mipo Multiply Imputed Pooled Analysis
print.mira Multiply Imputed Repeated Analyses
sampler Internal mice functions
summary.mids Multiply Imputed Data Set
summary.mipo Multiply Imputed Pooled Analysis
summary.mira Multiply Imputed Repeated Analyses