MultBiplotR

Add suplementary binary variables to a biplot

Add clusters to a biplot object

Adds supplementary continuous variables to a biplot object

Adds supplementary ordinal variables to an existing biplot objects.

Adds supplementary variables to a biplot object

Bartlett tests

Basic descriptive sataistics

Binary Distances

Binary logistic biplot with the EM algorithm.

Binary Logistic Biplot with Gradient Descent Estimation

Binary logistic biplot with a gradient descent algorithm.

Binary logistic biplot with Item Response Theory.

Binary Logistic Biplot

Proximity Measures for Binary Data

Partial Least Squares Biplot

Biplot for a PLSR model with a binary response

Bootstrap on the distance matrices used for Principal Coordinates Analysis (PCoA)

Bootstrap on the scalar product matrices used for Principal Coordinates Analysis (PCoA)

Bootstrap on the distance matrices used for MDS with Smacof

Panel of box plots

Correspondence Analysis

Canonical Correspondence Analysis

Biplot representation of a Canonical Variate Analysis or a Manova (Canonical-Biplot or MANOVA-Biplot)

Biplot representation of a Canonical Variate Analysis or a Manova (Canonical-Biplot or MANOVA-Biplot)

MANOVA and Canonical Analysis of Distances

CANONICAL STATIS-ACT for multiple tables with common rows and its associated Biplot

Distances among individuals using nominal variables.

Proximities among individuals using nominal variables.

Checks if a data matrix is binary

Checks if a vector is binary

Chemical data

Draws a circle

Coinertia Analysis.

Plots the contributios of a biplot

Concentration ellipse for a se of two-dimensional points

Confidence Interval for the mean

Constrained Binary Logistic Biplot

Constrained Ordinal Logistic Biplot

Distances for Continuous Data

Proximities for Continuous Data

Three way array from a two way matrix

Convert a factor to integer numbers

Circle of correlations

Alternated Least Squares Biplot

Cummulative sums

Prepares a matrix for regression from a data frame

Converts a Data Frame into a Binary Data Matrix

Adds Non-parametric densities to a biplot. Separated densities are calculated for different clusters

Calculation of Disparities

Labels for the selected dimensions in a biplot

Data set extracted from the Careers of doctorate holders survey carried out by Spanish Statistical Office in 2008.

Plots a panel of error bars

Classical Euclidean Distance (Pythagorean Distance)

Expands a compressed table of patterns and frequencies

External Logistic Biplot for binary Data

Extracts unique patterns and its frequencies for a discrete data matrix (numeric)

Biplot for Factor Analysis.

Converts a Factor into its indicator matrix

Selection of a fraction of the data

Biplot for continuous data based on gradient descent methods

Games-Howell post-hoc tests for Welch's one-way analysis

Generalized Procrustes Analysis

Calculates the scales for the variables on a linear biplot

Calculates scales for plotting the environmental variables in a Canonical Correspondence Analysis

Gower Dissimilarities for mixed types of data

Gower Dissimilarities for mixed types of data

HJ Biplot with added features.

Gauss-Hermite quadrature

Panel of histograms

Checks if a point is inside a box.

Initial transformation of data

Transforms an Integer Variable into a Binary Variable

Kruskal Wallis Tests

Levene Tests

Weighted Biplot for a table of frequencies

Multidimensional Scaling

Mixture Gaussian Clustering

Matrix to Proximities

Weighted Isotonic Regression (Weighted Monotone Regression)

Multivariate Analysis using Biplots

Statistics for multiple tables

Initial Transformation of a multi table object

Multidimensional Gauss-Hermite quadrature

Biplot using the NIPALS algorithm

NIPALS algorithm for PCA

Nice numbers: simple decimal numbers

Distances among individuals with nominal variables

Normality tests

Converts a numeric variable into a binary one

Alternated EM algorithm for Ordinal Logistic Biplots

Plots an ordinal variable on the biplot

Coordinates of an ordinal variable on the biplot.

Fits an ordinal logistic regression with ridge penalization

Orthogonalize a set of Scores calculated by other procedure

Classical PCA Biplot with added features.

Classical PCA Biplot with added features.

Principal Components Analysis with bootstrap confidence intervals.

Plots an object of class PCoABootstrap

Partial Least Squares Regression

Partial Least Squares Regression with Binary Response

Partial Least Squares Regression (PLSR)

Plot clusters on a biplot.

Plot the response functions along the directions of best fit.

Political Figures in the USA

Calculates loose axis ticks and labels using nice numbers

Principal Coordinates Analysis

Protein consumption data.

Sugar Cane Data

Remove rows that contains NaNs (missing data)

Ridge Binary Logistic Regression for Binary data

Fits a binary logistic regression with ridge penalization

Multinomial logistic regression with ridge penalization

Ridge Multinomial Logistic Regression

Ordinal logistic regression with ridge penalization

SMACOF

Sustainability Society Index

Sustainability Society Index (3w)

Sustainability Society Index

Sustainability Society Index

Sustainability Society Index

Separation of different types of variables into a list

Simple Procrustes Analysis

Sparse version of the NIPALS algorithm for PCA.

Hunting spiders environmental data.

Hunting Spiders Data

STATIS-ACT for multiple tables with common rows and its associated Biplot

Converts a multitable list to a two way matrix

Initial transformation of a data matrix

Truncated version of the NIPALS algorithm for PCA.

Multidimensional Unfolding

Draws a variable on a biplot

Weighted Principal Coordinates Analysis

Compares two binary logistic models

Diagonal matrix from a vector

Connects two sets of points by lines

G inverse

Logit function

Matrix squared root

Inverse of the Matrix squared root

Moth data

Matrix of ones

Plots the results of a Binary Logistic Biplot

Plot the solution of a Coorespondence Analysis

Plots the solution of a Canonical Correspondence Analysisis

Plot of a Canonical Variate Analysis

Plots a Canonical Biplot

Plots a Canonical Distance Analysis

Plots a biplot for continuous data.

Plots an External Logistic Biplot for binary data

Plot the results of Model-Based Gaussian Clustering algorithms

Plots an ordinal Logistic Biplot

Plots a Principal Component Analysis

Plots the Bootstrap information for Principal Components Analysis (PCA)

Plots an object of class Principal.Coordinates

Plots an object of class "Procrustes"

Plots a Statis Biplot Object

Plots an Unfolding Representation

Plot a concentration ellipse.

Plots a fraction of the data as a cluster

Plots a classical biplot for continuous data

3D Canonical Biplot

Prints the results of Model-Based Gaussian Clustering algorithms

prints an object of class RidgeBinaryLogistic

Ecological data from Riano (Spain)

Extract the scores of a CCA solution object

Smoking habits

Hunting Spiders Data

Summary of the solution of a CCA

Summary of a Canonical Variate Analysis

Summary of the solution of a Canonical Biplot Analysis

Summary of the solution of a Biplot for Continuous Data

Summary of Model-Based Gaussian Clustering results

Summary of the results of a PCA.

Summary of a PCA.Bootstrap object

Summary of a PLSR object

Summary of PLSR with a Binary Response

Summary of the results of a Principal Coordinates Analysis

Summary of a Binary Logistic Regression with Ridge Penalization

Labels of a Scatter

Extracts the weighted averages of a CCA solution

Weighted correlations

Weighted quantiles

Wine data

Matrix of zeros as in Matlab