├── .travis.yml ├── DESCRIPTION ├── LICENSE ├── NAMESPACE ├── NEWS.md ├── R ├── addDatasets.R ├── addIterations.R ├── amputeData.R ├── completeData.R ├── getCorrMetric.R ├── getVarImps.R ├── impute.R ├── imputeFromPred.R ├── miceRanger.R ├── plotCorrelations.R ├── plotDistributions.R ├── plotImputationVariance.R ├── plotModelError.R ├── plotVarConvergence.R ├── plotVarImportance.R ├── print.R ├── runIterations.R ├── sampleMiceDefs.R └── smallFuncs.R ├── README.md ├── README_files └── figure-gfm │ ├── impAccuracy-1.png │ ├── plotCorrelations-1.png │ ├── plotDistributions-1.png │ ├── plotImputationVariance-1.png │ ├── plotModelError-1.png │ ├── plotVarConvergence-1.png │ ├── plotVarImportance-1.png │ └── skewedData-1.png ├── _config.yml ├── benchmarks ├── README.md ├── graphics │ ├── accuracyImputeVsMICE.png │ ├── impAccXMissingness.png │ ├── imputeTimeXrows.png │ ├── popNCRerror.png │ ├── rowXtreesTimeTable.png │ └── timeBenchmarks.png └── scripts │ ├── helperFuncs.R │ ├── imputeNew.R │ ├── imputeNew_Time.R │ ├── mediumData.R │ ├── rowsXtrees.R │ └── smallData.R ├── cran-comments.md ├── data └── sampleMiceDefs.RData ├── icon.png ├── man ├── addDatasets.Rd ├── addIterations.Rd ├── amputeData.Rd ├── completeData.Rd ├── getVarImps.Rd ├── impute.Rd ├── miceRanger.Rd ├── plotCorrelations.Rd ├── plotDistributions.Rd ├── plotImputationVariance.Rd ├── plotModelError.Rd ├── plotVarConvergence.Rd ├── plotVarImportance.Rd ├── print.Rd └── sampleMiceDefs.Rd ├── tests ├── testthat.R └── testthat │ ├── test-addingDatasets.R │ ├── test-addingIterations.R │ ├── test-comprehensive.R │ ├── test-imputeNew.R │ ├── test-plotting.R │ ├── test-sampleMiceObj.R │ └── test-setupFailures.R └── vignettes ├── MICEalgorithm.png ├── PMM.png ├── diagnosticPlotting.Rmd ├── icon.png ├── miceAlgorithm.Rmd ├── mmEffectsCloseBimodal.png ├── mmEffectsFarBimodal.png ├── mmEffectsInteger.png ├── mmEffectsSkewed.png └── usingMiceRanger.Rmd /.travis.yml: 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