Multiple Imputation by Chained Equations with Random Forests
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Documentation for package ‘miceRanger’ version 1.5.0
Help Pages
| addDatasets | addDatasets |
| addIterations | addIterations |
| amputeData | amputeData |
| completeData | completeData |
| getVarImps | Get Variable Imputations |
| impute | Impute New Data With Existing Models |
| miceRanger | miceRanger: Fast Imputation with Random Forests |
| plotCorrelations | plotCorrelations |
| plotDistributions | plotDistributions |
| plotImputationVariance | plotImputationVariance |
| plotModelError | plotModelError |
| plotVarConvergence | plotVarConvergence |
| plotVarImportance | plotVarImportance |
| print.miceDefs | Print a 'miceDefs' object |
| sampleMiceDefs | Sample miceDefs object built off of iris dataset. Included so examples don't run for too long. |