All functions

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

clusterMeans()

Calculate cluster means

is.mitml.list()

Check if an object is of class 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() jomo2mitml.list()

Convert imputations from long format to mitml.list

c(<mitml.list>) rbind(<mitml.list>) cbind(<mitml.list>)

Concatenate lists of imputed data sets

coef(<mitml.testEstimates>) vcov(<mitml.testEstimates>) confint(<mitml.testEstimates>)

Summarize and extract pooled parameter estimates

mids2mitml.list()

Convert objects of class mids to mitml.list

mitml-package

mitml: Tools for multiple imputation in multilevel modeling

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

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

with(<mitml.list>) 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