Visualization and Imputation of Missing Values

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Documentation for package ‘VIM’ version 6.2.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

VIM-package	Visualization and Imputation of Missing Values
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
bubbleMiss	Growing dot map with information about missing/imputed values
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
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
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
iimagMiss	Matrix plot
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
msecor	Error performance measures
msecov	Error performance measures
nrmse	Error performance measures
pairsVIM	Scatterplot Matrices
parcoordMiss	Parallel coordinate plot with information about missing/imputed values
pbox	Parallel boxplots with information about missing/imputed values
pfc	Error performance measures
plot.aggr	Aggregations for missing/imputed values
prepare	Transformation and standardization
print.aggr	Aggregations for missing/imputed values
print.summary.aggr	Aggregations for missing/imputed values
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 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
tableMiss	create table with highlighted missings/imputations
tao	Tropical Atmosphere Ocean (TAO) project data
testdata	Simulated data set for testing purpose
TKRmatrixplot	Matrix plot
toydataMiss	Simulated toy data set for examples
VIM	Visualization and Imputation of Missing Values
wine	Wine tasting and price