Visualization and Imputation of Missing Values

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Documentation for package ‘VIM’ version 4.4.1

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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
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
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
which.minN k-Nearest Neighbour Imputation