aggr | Aggregations for missing/imputed values |
alphablend | Alphablending for colors |
Animals_na | Animals_na |
barMiss | Barplot with information about missing/imputed values |
bcancer | Breast cancer Wisconsin data set |
bgmap | Backgound map |
brittleness | Brittleness index data set |
chorizonDL | C-horizon of the Kola data with missing values |
colic | Colic horse data set |
collisions | Subset of the collision data |
colormapMiss | Colored map with information about missing/imputed values |
colSequence | HCL and RGB color sequences |
countInf | Count number of infinite or missing values |
diabetes | Indian Prime Diabetes Data |
evaluation | Error performance measures |
food | Food consumption |
gapMiss | Missing value gap statistics |
gowerD | Computes the extended Gower distance of two data sets |
growdotMiss | Growing dot map with information about missing/imputed values |
histMiss | Histogram with information about missing/imputed values |
hotdeck | Hot-Deck Imputation |
impPCA | Iterative EM PCA imputation |
initialise | Initialization of missing values |
irmi | Iterative robust model-based imputation (IRMI) |
kNN | k-Nearest Neighbour Imputation |
kola.background | Background map for the Kola project data |
mapMiss | Map with information about missing/imputed values |
marginmatrix | Marginplot Matrix |
marginplot | Scatterplot with additional information in the margins |
matchImpute | Fast matching/imputation based on categorical variable |
matrixplot | Matrix plot |
maxCat | Aggregation function for a factor variable |
medianSamp | Aggregation function for a ordinal variable |
mosaicMiss | Mosaic plot with information about missing/imputed values |
pairsVIM | Scatterplot Matrices |
parcoordMiss | Parallel coordinate plot with information about... |
pbox | Parallel boxplots with information about missing/imputed... |
prepare | Transformation and standardization |
pulplignin | Pulp lignin content |
rangerImpute | Random Forest Imputation |
regressionImp | Regression Imputation |
rugNA | Rug representation of missing/imputed values |
sampleCat | Random aggregation function for a factor variable |
SBS5242 | Synthetic subset of the Austrian structural business... |
scattJitt | Bivariate jitter plot |
scattmatrixMiss | Scatterplot matrix with information about missing/imputed... |
scattMiss | Scatterplot with information about missing/imputed values |
sleep | Mammal sleep data |
spineMiss | Spineplot with information about missing/imputed values |
tableMiss | create table with highlighted missings/imputations |
tao | Tropical Atmosphere Ocean (TAO) project data |
testdata | Simulated data set for testing purpose |
toydataMiss | Simulated toy data set for examples |
VIM-package | Visualization and Imputation of Missing Values |
wine | Wine tasting and price |
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