R: Visualization and Imputation of Missing Values

# Visualization and Imputation of Missing Values

## Documentation for package ‘VIM’ version 4.8.0

- DESCRIPTION file.
- Package NEWS.

## Help Pages

VIM-package | Visualization and Imputation of Missing Values
aggr | Aggregations for missing/imputed values
alphablend | Alphablending for colors
barMiss | Barplot with information about missing/imputed values
bgmap | Backgound map
bubbleMiss | Growing dot map with information about missing/imputed values
chorizonDL | C-horizon of the Kola data with missing values
colormapMiss | Colored map with information about missing/imputed values
colormapMissLegend | Colored map with information about missing/imputed values
colSequence | HCL and RGB color sequences
colSequenceHCL | HCL and RGB color sequences
colSequenceRGB | HCL and RGB color sequences
countInf | Count number of infinite or missing values
countNA | Count number of infinite or missing values
existsVm | Environment for the GUI for Visualization and Imputation of Missing Values
gapMiss | Missing value gap statistics
getVm | Environment for the GUI for Visualization and Imputation of Missing Values
gowerD | k-Nearest Neighbour Imputation
growdotMiss | Growing dot map with information about missing/imputed values
histMiss | Histogram with information about missing/imputed values
hotdeck | Hot-Deck Imputation
iimagMiss | Matrix plot
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 | k-Nearest Neighbour Imputation
mosaicMiss | Mosaic plot with information about missing/imputed values
pairsVIM | Scatterplot Matrices
parcoordMiss | Parallel coordinate plot with information about missing/imputed values
pbox | Parallel boxplots with information about missing/imputed values
plot.aggr | Aggregations for missing/imputed values
prepare | Transformation and standardization
print.aggr | Aggregations for missing/imputed values
print.summary.aggr | Print method for objects of class summary.aggr
putVm | Environment for the GUI for Visualization and Imputation of Missing Values
regressionImp | Regression Imputation
rmVm | Environment for the GUI for Visualization and Imputation of Missing Values
rugNA | Rug representation of missing/imputed values
sampleCat | k-Nearest Neighbour Imputation
SBS5242 | Synthetic subset of the Austrian structural business statistics data
scattJitt | Bivariate jitter plot
scattmatrixMiss | Scatterplot matrix with information about missing/imputed values
scattMiss | Scatterplot with information about missing/imputed values
sleep | Mammal sleep data
spineMiss | Spineplot with information about missing/imputed values
summary.aggr | Aggregations for missing/imputed values
tao | Tropical Atmosphere Ocean (TAO) project data
testdata | Simulated data set for testing purpose
TKRmatrixplot | Matrix plot
VIM | Visualization and Imputation of Missing Values
vmGUIenvir | Environment for the GUI for Visualization and Imputation of Missing Values