mitml: Tools for Multiple Imputation in Multilevel Modeling

Provides tools for multiple imputation of missing data in multilevel modeling. Includes a user-friendly interface to the packages 'pan' and 'jomo', and several functions for visualization, data management and the analysis of multiply imputed data sets.

Author
Simon Grund [aut,cre], Alexander Robitzsch [aut], Oliver Luedtke [aut]
Date of publication
2016-09-13 22:17:34
Maintainer
Simon Grund <grund@ipn.uni-kiel.de>
License
GPL (>= 2)
Version
0.3-4
URLs

View on CRAN

Man pages

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 multilevel missing data using 'jomo'
justice
Example data set on employees' justice perceptions and...
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'
mitmlComplete
Extract imputed data sets
mitml-package
mitml: Tools for multiple imputation in multilevel modeling
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
studentratings
Example data set on student's ratings and achievement
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
Evaluate an expression in a list of imputed data set
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

Files in this package

mitml
mitml/NAMESPACE
mitml/NEWS
mitml/data
mitml/data/justice.rda
mitml/data/leadership.rda
mitml/data/studentratings.rda
mitml/R
mitml/R/print.mitml.R
mitml/R/with.mitml.list.R
mitml/R/print.mitml.anova.R
mitml/R/internal-convergence.R
mitml/R/internal-getVC.R
mitml/R/internal-getLR.R
mitml/R/write.mitmlSPSS.R
mitml/R/internal-model.R
mitml/R/mitmlComplete.R
mitml/R/mitmlCast.R
mitml/R/write.mitmlMplus.R
mitml/R/plot.mitml.R
mitml/R/mids2mitml.list.R
mitml/R/testConstraints.R
mitml/R/print.mitml.summary.R
mitml/R/anova.mitml.result.R
mitml/R/write.mitml.R
mitml/R/testEstimates.R
mitml/R/panImpute.R
mitml/R/internal-getCOEF.R
mitml/R/testModels.R
mitml/R/jomoImpute.R
mitml/R/long2mitml.list.R
mitml/R/multilevelR2.R
mitml/R/clusterMeans.R
mitml/R/summary.mitml.R
mitml/R/is.mitml.list.R
mitml/R/print.mitml.testEstimates.R
mitml/R/write.mitmlSAV.R
mitml/R/print.mitml.testConstraints.R
mitml/R/within.mitml.list.R
mitml/R/print.mitml.testModels.R
mitml/R/read.mitml.R
mitml/R/jomo2mitml.list.R
mitml/R/zzz.R
mitml/R/as.mitml.list.R
mitml/R/internal-zzz.R
mitml/README.md
mitml/MD5
mitml/DESCRIPTION
mitml/man
mitml/man/testModels.Rd
mitml/man/panImpute.Rd
mitml/man/read.mitml.Rd
mitml/man/write.mitmlMplus.Rd
mitml/man/long2mitml.list.Rd
mitml/man/mids2mitml.list.Rd
mitml/man/leadership.Rd
mitml/man/write.mitmlSAV.Rd
mitml/man/plot.mitml.Rd
mitml/man/anova.mitml.result.Rd
mitml/man/write.mitmlSPSS.Rd
mitml/man/with.mitml.Rd
mitml/man/testEstimates.Rd
mitml/man/is.mitml.list.Rd
mitml/man/write.mitml.Rd
mitml/man/as.mitml.list.Rd
mitml/man/multilevelR2.Rd
mitml/man/justice.Rd
mitml/man/testConstraints.Rd
mitml/man/studentratings.Rd
mitml/man/mitml-package.Rd
mitml/man/jomoImpute.Rd
mitml/man/clusterMeans.Rd
mitml/man/mitmlComplete.Rd
mitml/man/summary.mitml.Rd