R: Tools for Multiple Imputation in Multilevel Modeling

# Tools for Multiple Imputation in Multilevel Modeling

## 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