Tools for Multiple Imputation in Multilevel Modeling
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Documentation for package ‘mitml’ version 0.4-5
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 |