Man pages for MultBiplotR
Multivariate Analysis Using Biplots in R

AddBinVars2BiplotAdd suplementary binary variables to a biplot
AddCluster2BiplotAdd clusters to a biplot object
AddContVars2BiplotAdds supplementary continuous variables to a biplot object
AddOrdVars2BiplotAdds supplementary ordinal variables to an existing biplot...
AddSupVars2BiplotAdds supplementary variables to a biplot object
anova.RidgeBinaryLogisticCompares two binary logistic models
Bartlett.TestsBartlett tests
BasicDescriptionBasic descriptive sataistics
BinaryDistancesBinary Distances
BinaryLogBiplotEMBinary logistic biplot with the EM algorithm.
BinaryLogBiplotGDBinary Logistic Biplot with Gradient Descent Estimation
BinaryLogBiplotGDRecursiveBinary Logistic Biplot with Recursive Gradient Descent...
BinaryLogBiplotJointBinary logistic biplot with a gradient descent algorithm.
BinaryLogBiplotMirtBinary logistic biplot with Item Response Theory.
BinaryLogisticBiplotBinary Logistic Biplot
BinaryPLSFitBinary PLS Regression.
BinaryPLSRPartial Least Squares Regression with Binary Data
BinaryProximitiesProximity Measures for Binary Data
Biplot.BinaryPLSRBiplot for a PLSR model with binary data
BiplotFPCAExternal Biplot for functional data from a functional PCA...
Biplot.PLSRPartial Least Squares Biplot
Biplot.PLSR1BINBiplot for a PLSR model with a binary response
Biplot.PLSRBINBiplot for a PLSR model with binary responses
BootstrapDistanceBootstrap on the distance matrices used for Principal...
BootstrapScalarBootstrap on the scalar product matrices used for Principal...
BootstrapSmacofBootstrap on the distance matrices used for MDS with Smacof
BoxPlotPanelPanel of box plots
CACorrespondence Analysis
CanonicalBiplotBiplot representation of a Canonical Variate Analysis or a...
CanonicalDistanceAnalysisMANOVA and Canonical Analysis of Distances
CanonicalStatisBiplotCANONICAL STATIS-ACT for multiple tables with common rows and...
Canonical.Variate.AnalysisBiplot representation of a Canonical Variate Analysis or a...
CategoricalDistancesDistances among individuals using nominal variables.
CategoricalProximitiesProximities among individuals using nominal variables.
CCACanonical Correspondence Analysis
CheckBinaryMatrixChecks if a data matrix is binary
CheckBinaryVectorChecks if a vector is binary
ChemicalChemical data
CircleDraws a circle
CoinertiaCoinertia Analysis.
ColContributionPlotPlots the contributios of a biplot
ConcEllipseConcentration ellipse for a se of two-dimensional points
ConfidenceIntervalConfidence Interval for the mean
ConstrainedLogisticBiplotConstrained Binary Logistic Biplot
ConstrainedOrdinalLogisticBiplotConstrained Ordinal Logistic Biplot
ContinuousDistancesDistances for Continuous Data
ContinuousProximitiesProximities for Continuous Data
Convert2ThreeWayThree way array from a two way matrix
Convert3wArray2ListConverts a three way array into a list
ConvertFactors2IntegersConvert a factor to integer numbers
ConvertList23wArrayConverts a list of matrices into a three way array
CorrelationCircleCircle of correlations
CrissCrossAlternated Least Squares Biplot
CumSumCummulative sums
Dataframe2BinaryMatrixConverts a Data Frame into a Binary Data Matrix
DataFrame2Matrix4RegressionPrepares a matrix for regression from a data frame
DensityBiplotAdds Non-parametric densities to a biplot. Separated...
DhatsCalculation of Disparities
diagonalDiagonal matrix from a vector
DimensionLabelsLabels for the selected dimensions in a biplot
dlinesConnects two sets of points by lines
DoctorsData set extracted from the Careers of doctorate holders...
ErrorBarPlotPanelPlots a panel of error bars
EuclideanDistanceClassical Euclidean Distance (Pythagorean Distance)
ExpandTableExpands a compressed table of patterns and frequencies
ExternalBinaryLogisticBiplotExternal Logistic Biplot for binary Data
ExtractTableExtracts unique patterns and its frequencies for a discrete...
FA.BiplotBiplot for Factor Analysis.
Factor2BinaryConverts a Factor into its indicator matrix
FractionSelection of a fraction of the data
Games_HowellGames-Howell post-hoc tests for Welch's one-way analysis
GD.BiplotBiplot for continuous data based on gradient descent methods
GeneralizedProcrustesGeneralized Procrustes Analysis
GetBiplotScalesCalculates the scales for the variables on a linear biplot
GetCCAScalesCalculates scales for plotting the environmental variables in...
ginvG inverse
GowerProximitiesGower Dissimilarities for mixed types of data
GowerSimilaritiesGower Dissimilarities for mixed types of data
HermquadGauss-Hermite quadrature
HistogramPanelPanel of histograms
HJ.BiplotHJ Biplot with added features.
InBoxChecks if a point is inside a box.
InitialTransformInitial transformation of data
Integer2BinaryTransforms an Integer Variable into a Binary Variable
Kruskal.Wallis.TestsKruskal Wallis Tests
Levene.TestsLevene Tests
LogFrequencyBiplotWeighted Biplot for a table of frequencies
logitLogit function
Matrix2ProximitiesMatrix to Proximities
matrixsqrtMatrix squared root
matrixsqrtinvInverse of the Matrix squared root
MDSMultidimensional Scaling
MGCMixture Gaussian Clustering
MonotoneRegressionWeighted Isotonic Regression (Weighted Monotone Regression)
mothMoth data
MultBiplotR-packageMultivariate Analysis using Biplots
MultiquadMultidimensional Gauss-Hermite quadrature
MultiTableStatisticsStatistics for multiple tables
MultiTableTransformInitial Transformation of a multi table object
NiceNumberNice numbers: simple decimal numbers
NIPALS.BiplotBiplot using the NIPALS algorithm
NominalDistancesDistances among individuals with nominal variables
NormalityTestsNormality tests
Numeric2BinaryConverts a numeric variable into a binary one
onesMatrix of ones
OrdinalLogisticFitFits an ordinal logistic regression with ridge penalization
OrdLogBipEMAlternated EM algorithm for Ordinal Logistic Biplots
OrdVarBiplotPlots an ordinal variable on the biplot
OrdVarCoordinatesCoordinates of an ordinal variable on the biplot.
OrthogonalizeScoresOrthogonalize a set of Scores calculated by other procedure
PCA.AnalysisClassical PCA Biplot with added features.
PCA.BiplotClassical PCA Biplot with added features.
PCA.BootstrapPrincipal Components Analysis with bootstrap confidence...
PCoABootstrapPlots an object of class PCoABootstrap
plot.Binary.Logistic.BiplotPlots the results of a Binary Logistic Biplot
PlotBiplotClustersPlot clusters on a biplot.
plot.Canonical.BiplotPlots a Canonical Biplot
plot.CanonicalDistanceAnalysisPlots a Canonical Distance Analysis
plot.CA.solPlot the solution of a Coorespondence Analysis
plot.CCA.solPlots the solution of a Canonical Correspondence Analysisis
plot.ContinuousBiplotPlots a biplot for continuous data.
plot.CVAPlot of a Canonical Variate Analysis
plot.ellipsePlot a concentration ellipse.
plot.External.Binary.Logistic.BiplotPlots an External Logistic Biplot for binary data
plot.fractionPlots a fraction of the data as a cluster
plot.MGCPlot the results of Model-Based Gaussian Clustering...
plot.Ordinal.Logistic.BiplotPlots an ordinal Logistic Biplot
PlotOrdinalResponsesPlot the response functions along the directions of best fit.
plot.PCA.AnalysisPlots a Principal Component Analysis
plot.PCA.BootstrapPlots the Bootstrap information for Principal Components...
plot.Principal.CoordinatesPlots an object of class Principal.Coordinates
plot.ProcrustesPlots an object of class "Procrustes"
plot.StatisBiplotPlots a Statis Biplot Object
plot.TetraDualStatisPlots an object of class "tetraDualStatis".
plot.UnfoldingPlots an Unfolding Representation
PLSRPartial Least Squares Regression
PLSR1BinPartial Least Squares Regression with Binary Response
PLSRBinPartial Least Squares Regression with several Binary...
PLSRBinFitPLS binary regression.
PLSRfitPartial Least Squares Regression (PLSR)
PoliticalFiguresPolitical Figures in the USA
PolyOrdinalLogBiplotFactor Analysis Biplot based on polychoric correlations
PrettyTicksCalculates loose axis ticks and labels using nice numbers
PrincipalCoordinatesPrincipal Coordinates Analysis
print.MGCPrints the results of Model-Based Gaussian Clustering...
print.RidgeBinaryLogisticprints an object of class RidgeBinaryLogistic
ProteinProtein consumption data.
RAPDSugar Cane Data
RemoveRowsWithNaNsRemove rows that contains NaNs (missing data)
rianoEcological data from Riano (Spain)
RidgeBinaryLogisticRidge Binary Logistic Regression for Binary data
RidgeBinaryLogisticFitFits a binary logistic regression with ridge penalization
RidgeMultinomialLogisticFitMultinomial logistic regression with ridge penalization
RidgeMultinomialLogisticRegressionRidge Multinomial Logistic Regression
RidgeOrdinalLogisticOrdinal logistic regression with ridge penalization
scores.CCA.solExtract the scores of a CCA solution object
SeparateVarTypesSeparation of different types of variables into a list
SimpleProcrustesSimple Procrustes Analysis
smokingSmoking habits
Sparse.NIPALSPCASparse version of the NIPALS algorithm for PCA.
spidersHunting Spiders Data
SpidersEnvHunting spiders environmental data.
SpidersSpHunting Spiders Data
SSISustainability Society Index
SSI3wSustainability Society Index (3w)
SSIEcon3wSustainability Society Index
SSIEnvir3wSustainability Society Index
SSIHuman3wSustainability Society Index
StatisBiplotSTATIS-ACT for multiple tables with common rows and its...
summary.Canonical.BiplotSummary of the solution of a Canonical Biplot Analysis
summary.CCA.solSummary of the solution of a CCA
summary.ContinuousBiplotSummary of the solution of a Biplot for Continuous Data
summary.CVASummary of a Canonical Variate Analysis
summary.MGCSummary of Model-Based Gaussian Clustering results
summary.PCA.AnalysisSummary of the results of a PCA.
summary.PCA.BootstrapSummary of a PCA.Bootstrap object
summary.PLSRSummary of a PLSR object
summary.PLSR1BinSummary of PLSR with a Binary Response
summary.Principal.CoordinatesSummary of the results of a Principal Coordinates Analysis
summary.RidgeBinaryLogisticSummary of a Binary Logistic Regression with Ridge...
summary.TetraDualStatisSummary of the results of TetraDualStatis
t3pcovrTucker 3 Principal Covariates Regression
TetraDualStatisDual STATIS-ACT for binary data based on Tetrachoric...
textsmartLabels of a Scatter
Three2TwoWayConverts a multitable list to a two way matrix
ThreeWay2FrontalSlicesThree to two way data
TransformIniInitial transformation of a data matrix
Truncated.NIPALSPCATruncated version of the NIPALS algorithm for PCA.
UnfoldingMultidimensional Unfolding
VarBiplotDraws a variable on a biplot
waExtracts the weighted averages of a CCA solution
wcorWeighted correlations
WeightedPCoAWeighted Principal Coordinates Analysis
weighted.quantileWeighted quantiles
wineWine data
zerosMatrix of zeros as in Matlab
MultBiplotR documentation built on Nov. 21, 2023, 5:08 p.m.