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 |