Tools for Multiple Imputation in Multilevel Modeling

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Documentation for package ‘mitml’ version 0.4-5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

mitml-package	mitml: Tools for multiple imputation in multilevel modeling
amelia2mitml.list	Convert objects of class 'amelia' to 'mitml.list'
anova.mitml.result	Compare several nested models
as.mitml.list	Convert a list of data sets to 'mitml.list'
c.mitml.list	Concatenate lists of imputed data sets
cbind.mitml.list	Concatenate lists of imputed data sets
clusterMeans	Calculate cluster means
coef.mitml.testEstimates	Summarize and extract pooled parameter estimates
confint.mitml.testEstimates	Summarize and extract pooled parameter estimates
is.mitml.list	Check if an object is of class 'mitml.list'
jomo2mitml.list	Convert imputations from long format to 'mitml.list'
jomoImpute	Impute single-level and multilevel missing data using 'jomo'
justice	Example data set on employees' justice perceptions and satisfaction
leadership	Example data set on leadership style and job satisfaction
long2mitml.list	Convert imputations from long format to 'mitml.list'
mids2mitml.list	Convert objects of class 'mids' to 'mitml.list'
mitml.list2mids	Convert objects of class 'mitml.list' to 'mids'
mitmlComplete	Extract imputed data sets
multilevelR2	Calculate R-squared measures for multilevel models
panImpute	Impute multilevel missing data using 'pan'
plot.mitml	Print diagnostic plots
rbind.mitml.list	Concatenate lists of imputed data sets
read.mitml	Read 'mitml' objects from file
sort.mitml.list	Sort a list of imputed data sets
studentratings	Example data set on student ratings and achievement
subset.mitml.list	Subset a list of imputed data sets
summary.mitml	Summary measures for imputation models
testConstraints	Test functions and constraints of model parameters
testEstimates	Compute final estimates and inferences
testModels	Test multiple parameters and compare nested models
vcov.mitml.testEstimates	Summarize and extract pooled parameter estimates
with.mitml.list	Evaluate an expression in a list of imputed data sets
within.mitml.list	Evaluate an expression in a list of imputed data sets
write.mitml	Write 'mitml' objects to file
write.mitmlMplus	Write 'mitml' objects to Mplus format
write.mitmlSAV	Write 'mitml' objects to native SPSS format
write.mitmlSPSS	Write 'mitml' objects to SPSS compatible format