testModels
(Package: mitml) :
Test multiple parameters and compare nested models
Performs multi-parameter hypothesis tests for a vector of statistical parameters and compares nested statistical models obtained from multiply imputed data sets.
● Data Source:
CranContrib
● Keywords:
● Alias: testModels
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panImpute
(Package: mitml) :
Impute multilevel missing data using code{pan
This function provides a user-friendly interface to the pan package for multiple imputation of multilevel data (Schafer & Yucel, 2002). Imputations can be generated using type or formula , which offer different options for model specification.
● Data Source:
CranContrib
● Keywords: models
● Alias: panImpute
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This function loads mitml class objects from native R formats.
● Data Source:
CranContrib
● Keywords:
● Alias: read.mitml
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Saves objects of class mitml as a series of text files which can be processed by the statistical software Mplus (Muthen & Muthen, 2012).
● Data Source:
CranContrib
● Keywords:
● Alias: write.mitmlMplus
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long2mitml.list
(Package: mitml) :
Convert imputations from long format to code{mitml.list
These functions convert data sets containing multiple imputations in long format to objects of class mitml.list for use in further analyses.
● Data Source:
CranContrib
● Keywords:
● Alias: jomo2mitml.list, long2mitml.list
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mids2mitml.list
(Package: mitml) :
Convert objects of class code{mids
This function converts a mids class object (from the mice package) to mitml.list , such that it may be managed and analyzed using the functions of this package.
● Data Source:
CranContrib
● Keywords:
● Alias: mids2mitml.list
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Saves objects of class mitml in the .sav format used by the statistical software SPSS (IBM Corp., 2013). The function serves as a front-end for write_sav from the haven package.
● Data Source:
CranContrib
● Keywords:
● Alias: write.mitmlSAV
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plot.mitml
(Package: mitml) :
Print diagnostic plots
Generates diagnostic plots for assessing the convergence and autocorrelation behavior of pan 's and jomo 's MCMC algorithms.
● Data Source:
CranContrib
● Keywords: methods
● Alias: plot.mitml
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Performs model comparisons for a series of nested statistical models fit using with.mitml.list .
● Data Source:
CranContrib
● Keywords: methods
● Alias: anova.mitml.result
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Saves objects of class mitml as a text and a syntax file which can be processed by the statistical software SPSS (IBM Corp., 2013).
● Data Source:
CranContrib
● Keywords:
● Alias: write.mitmlSPSS
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