mids
Objectwrite.mice.imputation.Rd
Exports multiply imputed datasets and information about the imputation.
Objects of class mids
(generated by mice::mice
)
and mids.1chain
(generated by mice.1chain
) are supported.
write.mice.imputation(mi.res, name, include.varnames=TRUE, long=TRUE, mids2spss=TRUE, spss.dec=",", dattype=NULL)
mi.res | Object of class |
---|---|
name | Name of created subdirectory and datasets |
include.varnames | An optional logical indicating whether variable names should be included
in the imputed dataset. The default is |
long | An optional logical indicating whether the dataset should also be saved in a long format? |
mids2spss | An optional logical indicating whether a syntax for reading imputed datasets in SPSS should be included |
spss.dec | SPSS decimal separator (can be |
dattype | Format of the saved dataset: |
Several files are saved using impxxx
(the name
)
as the prefix:
Saved object of class mids
Saved object of a list containing multiply imputed datasets
File with list of multiply imputed datasets
Summary file of the imputation
Imputed datasets nn
File containing imputation methods
File with variable names of the dataset
Imputed datasets in long format
File containing the predictor matrix
SPSS syntax for reading the corresponding
txt
file into SPSS format.
See also mice::mids2mplus
and
mice::mids2spss
if (FALSE) { ############################################################################# # EXAMPLE 1: Imputation of nhanes data and write imputed datasets on disk ############################################################################# data(nhanes,package="mice") #********** # Model 1: Imputation using mice imp1 <- mice::mice( nhanes, m=3, maxit=5 ) # write results write.mice.imputation(mi.res=imp1, name="mice_imp1" ) #********** # Model 2: Imputation using mice.1chain imp2 <- miceadds::mice.1chain( nhanes, burnin=10, iter=20, Nimp=4 ) # write results write.mice.imputation(mi.res=imp2, name="mice_imp2" ) }