Other packages > Find by keyword >

MultBiplotR  

Multivariate Analysis Using Biplots in R
View on CRAN: Click here


Download and install MultBiplotR package within the R console
Install from CRAN:
install.packages("MultBiplotR")

Install from Github:
library("remotes")
install_github("cran/MultBiplotR")

Install by package version:
library("remotes")
install_version("MultBiplotR", "23.11.0")



Attach the package and use:
library("MultBiplotR")
Maintained by
Jose Luis Vicente Villardon
[Scholar Profile | Author Map]
First Published: 2021-04-06
Latest Update: 2021-04-06
Description:
Several multivariate techniques from a biplot perspective. It is the translation (with many improvements) into R of the previous package developed in 'Matlab'. The package contains some of the main developments of my team during the last 30 years together with some more standard techniques. Package includes: Classical Biplots, HJ-Biplot, Canonical Biplots, MANOVA Biplots, Correspondence Analysis, Canonical Correspondence Analysis, Canonical STATIS-ACT, Logistic Biplots for binary and ordinal data, Multidimensional Unfolding, External Biplots for Principal Coordinates Analysis or Multidimensional Scaling, among many others. References can be found in the help of each procedure.
How to cite:
Jose Luis Vicente Villardon (2021). MultBiplotR: Multivariate Analysis Using Biplots in R. R package version 23.11.0, https://cran.r-project.org/web/packages/MultBiplotR. Accessed 13 Apr. 2025.
Previous versions and publish date:
1.3.30 (2021-04-06 10:50)
Other packages that cited MultBiplotR R package
View MultBiplotR citation profile
Other R packages that MultBiplotR depends, imports, suggests or enhances
Complete documentation for MultBiplotR
Functions, R codes and Examples using the MultBiplotR R package
Some associated functions: AddBinVars2Biplot . AddCluster2Biplot . AddContVars2Biplot . AddOrdVars2Biplot . AddSupVars2Biplot . Bartlett.Tests . BasicDescription . BinaryDistances . BinaryLogBiplotEM . BinaryLogBiplotGD . BinaryLogBiplotJoint . BinaryLogBiplotMirt . BinaryLogisticBiplot . BinaryProximities . Biplot.PLSR . Biplot.PLSR1BIN . BootstrapDistance . BootstrapScalar . BootstrapSmacof . BoxPlotPanel . CA . CCA . Canonical.Variate.Analysis . CanonicalBiplot . CanonicalDistanceAnalysis . CanonicalStatisBiplot . CategoricalDistances . CategoricalProximities . CheckBinaryMatrix . CheckBinaryVector . Chemical . Circle . Coinertia . ColContributionPlot . ConcEllipse . ConfidenceInterval . ConstrainedLogisticBiplot . ConstrainedOrdinalLogisticBiplot . ContinuousDistances . ContinuousProximities . Convert2ThreeWay . ConvertFactors2Integers . CorrelationCircle . CrissCross . CumSum . DataFrame2Matrix4Regression . Dataframe2BinaryMatrix . DensityBiplot . Dhats . DimensionLabels . Doctors . ErrorBarPlotPanel . EuclideanDistance . ExpandTable . ExternalBinaryLogisticBiplot . ExtractTable . FA.Biplot . Factor2Binary . Fraction . GD.Biplot . Games_Howell . GeneralizedProcrustes . GetBiplotScales . GetCCAScales . GowerProximities . GowerSimilarities . HJ.Biplot . Hermquad . HistogramPanel . InBox . InitialTransform . Integer2Binary . Kruskal.Wallis.Tests . Levene.Tests . LogFrequencyBiplot . MDS . MGC . Matrix2Proximities . MonotoneRegression . MultBiplotR-package . MultiTableStatistics . MultiTableTransform . Multiquad . NIPALS.Biplot . NIPALSPCA . NiceNumber . NominalDistances . NormalityTests . Numeric2Binary . OrdLogBipEM . OrdVarBiplot . OrdVarCoordinates . OrdinalLogisticFit . OrthogonalizeScores . PCA.Analysis . PCA.Biplot . PCA.Bootstrap . PCoABootstrap . PLSR . PLSR1Bin . PLSRfit . PlotBiplotClusters . PlotOrdinalResponses . PoliticalFigures . PrettyTicks . PrincipalCoordinates . Protein . RAPD . RemoveRowsWithNaNs . RidgeBinaryLogistic . RidgeBinaryLogisticFit . RidgeMultinomialLogisticFit . RidgeMultinomialLogisticRegression . RidgeOrdinalLogistic . SMACOF . SSI . SSI3w . SSIEcon3w . SSIEnvir3w . SSIHuman3w . SeparateVarTypes . SimpleProcrustes . Sparse.NIPALSPCA . SpidersEnv . SpidersSp . StatisBiplot . Three2TwoWay . TransformIni . Truncated.NIPALSPCA . Unfolding . VarBiplot . WeightedPCoA . anova.RidgeBinaryLogistic . diagonal . dlines . ginv . logit . matrixsqrt . matrixsqrtinv . moth . ones . plot.Binary.Logistic.Biplot . plot.CA.sol . plot.CCA.sol . plot.CVA . plot.Canonical.Biplot . plot.CanonicalDistanceAnalysis . plot.ContinuousBiplot . plot.External.Binary.Logistic.Biplot . plot.MGC . plot.Ordinal.Logistic.Biplot . plot.PCA.Analysis . plot.PCA.Bootstrap . plot.Principal.Coordinates . plot.Procrustes . plot.StatisBiplot . plot.Unfolding . plot.ellipse . plot.fraction . plot3d.ContinuousBiplot . plot3dCanonicalBiplot . print.MGC . print.RidgeBinaryLogistic . riano . scores.CCA.sol . smoking . spiders . summary.CCA.sol . summary.CVA . summary.Canonical.Biplot . summary.ContinuousBiplot . summary.MGC . summary.PCA.Analysis . summary.PCA.Bootstrap . summary.PLSR . summary.PLSR1Bin . summary.Principal.Coordinates . summary.RidgeBinaryLogistic . textsmart . wa . wcor . weighted.quantile . wine . zeros . 
Some associated R codes: AdaptDataFrame.R . AddBinVars2Biplot.R . AddCluster2Biplot.R . AddContVars2Biplot.R . AddIndiv2LogBiplotGD.R . AddOrdVars2Biplot.R . AddSupVars2Biplot.R . Bartlett.Tests.R . BasicDescription.R . BinaryDistances.R . BinaryLogBiplotEM.R . BinaryLogBiplotGD.R . BinaryLogBiplotGDRecursive.R . BinaryLogBiplotJoint.R . BinaryLogBiplotMirt.R . BinaryLogisticBiplot.R . BinaryProximities.R . Biplot.PLSR.R . BootstrapDistance.R . BootstrapScalar.R . BootstrapSmacof.R . BoxPlotPanel.R . CA.R . CCA.R . CalculateContributions.R . CanonicalAnalysis.R . CanonicalBiplot.R . CanonicalDistanceAnalysis.R . CanonicalStatisBiplot.R . CategoricalDistances.R . CategoricalProximities.R . CategoryPoints.R . CheckBinaryMatrix.R . Circle.R . CoInertia.R . ColContributionPlot.R . ColMeans.R . ConcEllipse.R . ConfidenceInterval.R . ConstrainedLogisticBiplot.R . ConstrainedOrdinalLogisticBiplot.R . ContinuousDistances.R . ContinuousProximities.R . Convert2ThreeWay.R . ConvertFactors2Integers.R . CorrelationCircle.R . CostsGradBinPLS1.R . CostsGradients4Biplot.R . CostsGradients4LogBiplot.R . CrissCross.R . CumSum.R . DataFrame2Matrix4Regression.R . Dataframe2BinaryMatrix.R . DefineTrajectory.R . DensityBiplot.R . Dhats.R . DimensionLabels.R . DistUnfold.R . DualStatisBiplot.R . Eq2gSolve.R . ErrorBarPlotPanel.R . EuclideanDist.R . ExpandTable.R . ExternalBinaryLogisticBiplot.R . ExtractBiplotCoinertia.R . ExtractContributions.R . ExtractIndices.R . ExtractTable.R . FA.Biplot.R . Factor2Binary.R . Fraction.R . GD.Biplot.R . Games_Howell.R . GeneralizedProcrustes.R . GeographicalDistances.R . GetBiplotScales.R . GetCCAScales.R . GetConstUnfoldScales.R . GowerProximities.R . GowerSimilarities.R . HJ.Biplot.R . Hermquad.R . HistogramPanel.R . InBox.R . InitialTransform.R . Integer2Binary.R . Kruskal.Wallis.Tests.R . LASSORegression.R . Levene.Tests.R . LineInaBox.R . LogFrequencyBiplot.R . Loss.R . MDS.R . MGC.R . Matrix2Proximities.R . MixedBiplot.R . MonotoneRegression.R . MultiTableStatistics.R . MultiTableTransform.R . Multiquad.R . NIPALS.Biplot.R . NIPALSPCA.R . NeuralNetwork.R . NiceNumber.R . NominalDistances.R . NormalityTests.R . Numeric2Binary.R . OrdLogBipEM.R . OrdVarBiplot.R . OrdVarCoordinates.R . OrdinalDistances.R . OrdinalLogisticFit.R . Orthog.R . OrthogonalizeScores.R . PCA.Analysis.R . PCA.Biplot.R . PCA.Bootstrap.R . PCoABootIndiv.R . PLSR.R . PLSR1Bin.R . PLSR1BinFit.R . PLSR1OrdFit.R . PLSR1Ordin.R . PLSRfit.R . PathwiseCoordinateOptimization.R . PlotBinaryVar.R . PlotBiplotClusters.R . PlotOrdinalResponses.R . PlotTrajectory.R . PrettyTicks.R . PrinAxesFA.R . PrincipalCoordinates.R . RemoveRowsWithNaNs.R . RidgeBinaryLogistic.R . RidgeBinaryLogisticFit.R . RidgeMultinomialLogisticRegression.R . RidgeOrdinalLogistic.R . SMACOF.R . Scales.R . ScreePlot.R . SelectVarsAnova.R . SeparateVarTypes.R . SimpleProcrustes.R . SimulateGaussianAbundances.R . Sparse.NIPALSPCA.R . StatisBiplot.R . SymmetricContinuousDistances.R . Three2TwoWay.R . TransfUnfold.R . TransformIni.R . Truncated.NIPALSPCA.R . Tukals3.R . Unfolding.R . UnfoldingGD.R . UnfoldingSMACOF.R . Untitled.R . UpdateUnfol.R . UpdateUnfolConstr.R . Valid.R . VarBiplot.R . VarDisk.R . VarimaxRot.R . WPCA.Biplot.R . WeightedPCoA.R . anova.RidgeBinaryLogistic.R . binBvn.R . biplot.PLSR1BIN.R . countsToCases.R . dhatsunfol.R . diagonal.R . dlines.R . ellipse.R . ginv.R . indexC1.R . logit.R . lsqisotonic.R . matixsqrt.R . matrixsqrtinv.R . ones.R . patterns_eq.R . plines.R . plot.BinSupVarsBiplot.R . plot.Binary.Logistic.Biplot.R . plot.CA.sol.R . plot.CCA.sol.R . plot.Canonical.Biplot.R . plot.CanonicalDistanceAnalysis.R . plot.ContSupVarsBiplot.R . plot.ContinuousBiplot.R . plot.External.Binary.Logistic.Biplot.R . plot.LASSOReg.R . plot.MGC.R . plot.OrdSupVarsBiplot.R . plot.Ordinal.Logistic.Biplot.R . plot.PCA.Analysis.R . plot.PCA.Bootstrap.R . plot.PLSR.R . plot.Principal.Coordinates.R . plot.Procrustes.R . plot.StatisBiplot.R . plot.Supplementary.Variables.R . plot.Unfolding.R . plot.ellipse.R . plot.fraction.R . plot3d.ContinuousBiplot.R . plot3dCanonicalBiplot.R . plotPCoABootstrap.R . polychoric.R . predict.OrdinalLogisticRegression.R . print.Canonical.Biplot.R . print.CanonicalDistanceAnalysis.R . print.ContinuousBiplot.R . print.Ordinal.Logistic.Biplot.R . print.Principal.Coordinates.R . print.rmlr.R . scores.CCA.sol.R . shepard.Unfolding.R . summary.Binary.Logistic.Biplot.R . summary.CCA.sol.R . summary.Canonical.Biplot.R . summary.ContinuousBiplot.R . summary.Ordinal.Logistic.Biplot.R . summary.PCA.Analysis.R . summary.PCA.Bootstrap.R . summary.PLSR.R . summary.PLSR1Bin.R . summary.Principal.Coordinates.R . summary.RidgeBinaryLogistic.R . summary.StatisBiplot.R . summary.rmlr.R . textsmart.R . vec.R . wa.R . wcor.R . weighted.quantile.R . zeros.R .  Full MultBiplotR package functions and examples
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/11Downloads for MultBiplotR02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA