Files in VIM

Visualization and Imputation of Missing Values

MD5

NEWS.md

NAMESPACE

DESCRIPTION

R/RcppExports.R R/xgboostImpute.R R/prepare.R R/impPCA.R R/cellwise_utils.R R/vimpute_tune_control.R R/mapMiss.R R/marginmatrix.R R/vimmi.R R/evaluation.R R/restricted_helpers.R R/barMiss.R R/vimpute_spec.R R/helper_vimpute.R R/threads.R R/histMiss.R R/vimpute_registry.R R/maxCat.R R/imputeCellwise.R R/imputeRobust.R R/scattmatrixMiss.R R/growdotMiss.R R/parcoordMiss.R R/scattJitt.R R/hotdeck.R R/rangerImpute.R R/scattMiss.R R/matchImpute.R R/kNN.R R/colSequence.R R/bgmap.R R/aggr.R R/pairsVIM.R R/irmi.R R/regressionImp.R R/colormapMiss.R R/sampleCat.R R/imputeCellMM.R R/VIM-package.R R/zzz.R R/imputeRobustChain.R R/rugNA.R R/marginplot.R R/vimpute.R R/spineMiss.R R/gapMiss.R R/pbox.R R/tableMiss.R R/mosaicMiss.R R/overimpute.R R/utils.R R/medianSamp.R R/imputeCellReg.R R/alphablend.R R/imputeCellEM.R R/makeMissing.R R/gowerD.R R/matrixplot.R

src/Makevars

src/RcppExports.cpp

src/gowerD.cpp

inst/CITATION

inst/doc/xgboostImpute.R inst/doc/vimpute-benchmark.Rmd inst/doc/impPCA.R inst/doc/vimpute-mi.Rmd inst/doc/VIM.Rmd inst/doc/donorImp.R inst/doc/vimpute-mi.R

inst/doc/vimpute-restricted.html

inst/doc/donorImp.html

inst/doc/vimpute-benchmark.html

inst/doc/VisualImp.html

inst/doc/VisualImp.R inst/doc/vimpute.Rmd inst/doc/modelImp.Rmd inst/doc/irmi.Rmd

inst/doc/impPCA.html

inst/doc/xgboostImpute.Rmd

inst/doc/VIM.html

inst/doc/impPCA.Rmd inst/doc/donorImp.Rmd inst/doc/vimpute-coverage.Rmd inst/doc/irmi.R

inst/doc/modelImp.html

inst/doc/vimpute-restricted.R

inst/doc/irmi.html

inst/doc/VIM.R inst/doc/vimpute.R

inst/doc/vimpute.html

inst/doc/vimpute-restricted.Rmd inst/doc/VisualImp.Rmd

inst/doc/vimpute-coverage.html

inst/doc/modelImp.R

inst/doc/xgboostImpute.html

inst/doc/vimpute-mi.html

inst/tinytest/test_makeMissing.R inst/tinytest/test_evaluation.R inst/tinytest/test_evaluation_where.R inst/tinytest/test_gowerD_cpp.R inst/tinytest/test_vimpute_method_unnamed.R inst/tinytest/test_vimpute_true_pmm.R inst/tinytest/test_cellwise.R inst/tinytest/test_vimpute_restricted.R inst/tinytest/test_vimpute_fallback.R inst/tinytest/test_data_frame.R inst/tinytest/test_aggFunctions.R inst/tinytest/test_imputeRobust.R inst/tinytest/test_vimpute_tune.R inst/tinytest/test_wrapper_hyperparams.R inst/tinytest/test_rangerImpute.R inst/tinytest/test_vimpute_oob_scale.R inst/tinytest/test_gowerDind.R inst/tinytest/test_vimpute_return_type.R inst/tinytest/test_xgboostImpute.R inst/tinytest/test_vimpute_glm_rob_direction.R inst/tinytest/test_vimmi_bridge.R inst/tinytest/test_regressionImp_lm.R inst/tinytest/test_impNA.R inst/tinytest/test_kNN_weightdist.R inst/tinytest/test_kNN.R inst/tinytest/test_vimpute_ordered_factor.R inst/tinytest/test_irmi_types.R inst/tinytest/test_IRMI_ordered.R inst/tinytest/test_irmi_mi.R inst/tinytest/test_matchImpute.R inst/tinytest/test_vimpute_restricted_lse.R inst/tinytest/test_imputeRobustChain.R inst/tinytest/test_vimpute_boot_default.R inst/tinytest/test_vimpute_considered_columns.R inst/tinytest/test_vimpute_tune_control.R inst/tinytest/test_overimpute.R inst/tinytest/test_threads.R inst/tinytest/test_vimpute_method_list.R inst/tinytest/test_imputeCellReg_weights.R inst/tinytest/test_vimmi.R inst/tinytest/test_prepare_boxcox.R inst/tinytest/test_vimpute_predictors.R inst/tinytest/test_vimpute_tune_once.R inst/tinytest/test_vimpute_spec.R inst/tinytest/test_vimpute_mi_properness.R inst/tinytest/test_vimmi_complete_masking.R inst/tinytest/test_kNN_ordered.R inst/tinytest/test_lse_synthetic_rules_plain.R inst/tinytest/test_graphics.R inst/tinytest/test_cellwise_irmi_quality.R inst/tinytest/test_diabetes_synthetic.R inst/tinytest/test_vimpute_seed.R inst/tinytest/test_vimpute_model_error.R inst/tinytest/test_hotdeck.R inst/tinytest/test_regressionImp.R inst/tinytest/test_vimpute_uncert_default.R inst/tinytest/test_kNN_iqr.R inst/tinytest/test_cellwise_df_interface.R inst/tinytest/test_vimpute_convergence.R inst/tinytest/test_vimpute_registry.R inst/tinytest/test_kNN_exact.R inst/tinytest/test_vimpute.R inst/tinytest/test_vimpute_issue_98.R inst/tinytest/test_gowerD_mixed_scaling.R inst/tinytest/test_vimpute_restricted_uncert.R inst/tinytest/test_impPCA.R

build/vignette.rds

tests/test_imputeRobust.R tests/test_vimpute_smoke.R tests/test_vimpute_new_features.R tests/tinytest.R vignettes/vimpute-benchmark.Rmd vignettes/vimpute-mi.Rmd vignettes/VIM.Rmd vignettes/vimpute.Rmd vignettes/modelImp.Rmd vignettes/irmi.Rmd vignettes/xgboostImpute.Rmd vignettes/impPCA.Rmd vignettes/donorImp.Rmd vignettes/vimpute-coverage.Rmd vignettes/vimpute-restricted.Rmd vignettes/VisualImp.Rmd

vignettes/figures/benchmark-mar-dotchart-1.png

data/pulplignin.rda

data/lse_synthetic_rules.rda

data/toydataMiss.rda

data/lse_synthetic.rda

data/SBS5242.rda

data/chorizonDL.rda

data/bcancer.rda

data/Animals_na.rda

data/kola.background.rda

data/food.rda

data/wine.rda

data/sleep.rda

data/collisions.rda

data/diabetes.rda

data/testdata.RData

data/tao.rda

data/colic.rda

data/brittleness.rda

man/with.vimmi.Rd man/register_vimpute_method.Rd man/pmm_donor_selection.Rd man/hotdeck.Rd man/plot.vimmi.Rd man/inject_uncertainty.Rd man/matchImpute.Rd man/unregister_vimpute_method.Rd man/matrixplot.Rd man/overimpute.Rd man/imputeCellEM.Rd man/diabetes.Rd man/imputeCellMM.Rd man/dot-robust_scale.Rd man/tableMiss.Rd man/tao.Rd man/scattmatrixMiss.Rd man/imputeCellwise.Rd man/medianSamp.Rd man/vimpute.Rd man/aggr.Rd man/cellWeightsFromResiduals.Rd man/xgboostImpute.Rd man/collisions.Rd man/pmm_observed_scores.Rd man/gowerD.Rd man/toydataMiss.Rd man/barMiss.Rd man/scattMiss.Rd man/imputeCellM.Rd man/unwrap_raw_model.Rd man/colic.Rd man/sleep.Rd man/colormapMiss.Rd man/midastouch_donors.Rd man/kola.background.Rd man/kNN.Rd man/testdata.Rd man/mosaicMiss.Rd man/prepare.Rd man/countInf.Rd man/wine.Rd man/lse_synthetic_rules.Rd man/extract_model_info.Rd man/imputeRobustChain.Rd man/VIM-package.Rd man/vimpute_spec.Rd man/pbox.Rd man/sampleCat.Rd man/bgmap.Rd man/imputeCellMCD.Rd man/pairsVIM.Rd man/rangerImpute.Rd man/scattJitt.Rd man/imputeCellReg.Rd man/vimpute_methods.Rd man/spineMiss.Rd man/lse_synthetic.Rd man/dot-weighted_qr_solve.Rd man/vimpute_search_space.Rd man/alphablend.Rd man/parcoordMiss.Rd man/vimmi.Rd man/imputeRobust.Rd man/regressionImp.Rd man/huber_weight.Rd man/imputeCellIRMI.Rd man/Animals_na.Rd man/colSequence.Rd man/makeMissing.Rd man/tukey_weight.Rd man/food.Rd man/marginplot.Rd man/cellIRWLS.Rd man/vim_as_mids.Rd man/gapMiss.Rd man/bcancer.Rd man/marginmatrix.Rd man/dot-apply_weight_fun.Rd man/bootstrap_resample.Rd man/irmi.Rd man/growdotMiss.Rd man/cellWeights.Rd man/new_vimmi.Rd man/register_gam_learners.Rd man/impPCA.Rd man/pulplignin.Rd man/maxCat.Rd man/SBS5242.Rd man/evaluation.Rd man/vim_complete.Rd man/rugNA.Rd man/vimpute_tune_control.Rd man/oob_predictions.Rd man/build_gam_formula.Rd man/initialise.Rd man/cellWeightsMCD.Rd man/histMiss.Rd man/chorizonDL.Rd man/complete_model_info.Rd man/brittleness.Rd man/mapMiss.Rd

man/figures/VIM-logo.png

VIM documentation built on Sept. 2, 2026, 5:07 p.m.