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