Man pages for alexkowa/VIM
Visualization and Imputation of Missing Values

aggrAggregations for missing/imputed values
alphablendAlphablending for colors
Animals_naAnimals_na
barMissBarplot with information about missing/imputed values
bcancerBreast cancer Wisconsin data set
bgmapBackgound map
brittlenessBrittleness index data set
chorizonDLC-horizon of the Kola data with missing values
colicColic horse data set
collisionsSubset of the collision data
colormapMissColored map with information about missing/imputed values
colSequenceHCL and RGB color sequences
countInfCount number of infinite or missing values
diabetesIndian Prime Diabetes Data
evaluationError performance measures
foodFood consumption
gapMissMissing value gap statistics
gowerDComputes the extended Gower distance of two data sets
growdotMissGrowing dot map with information about missing/imputed values
histMissHistogram with information about missing/imputed values
hotdeckHot-Deck Imputation
impPCAIterative EM PCA imputation
initialiseInitialization of missing values
irmiIterative robust model-based imputation (IRMI)
kNNk-Nearest Neighbour Imputation
kola.backgroundBackground map for the Kola project data
mapMissMap with information about missing/imputed values
marginmatrixMarginplot Matrix
marginplotScatterplot with additional information in the margins
matchImputeFast matching/imputation based on categorical variable
matrixplotMatrix plot
maxCatAggregation function for a factor variable
medianSampAggregation function for a ordinal variable
mosaicMissMosaic plot with information about missing/imputed values
pairsVIMScatterplot Matrices
parcoordMissParallel coordinate plot with information about...
pboxParallel boxplots with information about missing/imputed...
prepareTransformation and standardization
pulpligninPulp lignin content
rangerImputeRandom Forest Imputation
regressionImpRegression Imputation
rugNARug representation of missing/imputed values
sampleCatRandom aggregation function for a factor variable
SBS5242Synthetic subset of the Austrian structural business...
scattJittBivariate jitter plot
scattmatrixMissScatterplot matrix with information about missing/imputed...
scattMissScatterplot with information about missing/imputed values
sleepMammal sleep data
spineMissSpineplot with information about missing/imputed values
tableMisscreate table with highlighted missings/imputations
taoTropical Atmosphere Ocean (TAO) project data
testdataSimulated data set for testing purpose
toydataMissSimulated toy data set for examples
VIM-packageVisualization and Imputation of Missing Values
wineWine tasting and price
xgboostImputeXgboost Imputation
alexkowa/VIM documentation built on April 7, 2024, 12:09 p.m.