Three-Way / Multigroup Data Analysis Through Densities
Adds a data frame to a folderh
.
Folder to data frame
Hierarchic folder to data frame
foldert to data frame
Data frame to folder
Hierarchic folder to folder
Coerce to a folder
Build a hierarchic folder from an object of class foldermtg
Coerce to a folderh
Data frame to foldert
Data frame to foldert
Coerce to a foldert
Association measures between categorical variables of the data frames ...
Association measures between several categorical variables of a data f...
Parameter of the normal reference rule
Correlation matrices of a folder of data sets
Change numeric variables into factors
In a folder: change numeric variables into factors
Three-Way Data Analysis Through Densities
Distance between probability distributions of discrete variables given...
Distance between discrete probability distributions given the probabil...
Distance between probability distributions of discrete variables given...
Distance between discrete probability distributions given the probabil...
Divergence between probability distributions of discrete variables giv...
Distance between discrete probability distributions given the probabil...
Divergence between probability distributions of discrete variables giv...
Divergence between discrete probability distributions given the probab...
Distance between probability distributions of discrete variables given...
Distance between discrete probability distributions given the probabil...
Misclassification ratio in functional discriminant analysis of discret...
Predicting the class of a group of individuals with discriminant analy...
distance between probability densities
distance between -normed probability densities
distance between -normed Gaussian densities given their par...
distance between Gaussian densities given their parameters
Dual STATIS method (interstructure stage)
Misclassification ratio in functional discriminant analysis of probabi...
Predicting the class of a group of individuals with discriminant analy...
Hierarchic cluster analysis of probability densities
Multidimensional scaling of probability densities
Folder of data sets
Hierarchic folder of n data frames related in pairs by (n-1) keys
foldermtg
Folder of data sets among time
Functional PCA of probability densities
Functional PCA of probability densities among time
Select columns in all elements of a folder
Select columns in all elements of a foldert
Select rows in all elements of a folder
Select rows in all elements of a foldert
Hierarchic cluster analysis of discrete probability distributions
Hellinger distance between Gaussian densities
Hellinger distance between Gaussian densities given their parameters
Scores of the dstatis
function vs. moments of the densities
Scores of the fmdsd
function vs. moments of the densities
Scores of the fpcad
function vs. moments of the densities
Scores of the "fpcat"
function vs. moments of the densities
Scores of the mdsdd
function vs. marginal probability distributions ...
Scores of fmdsd
, dstatis
, fpcad
, or fpcat
vs. moments, or scor...
Class discdd.misclass
Class discdd.predict
Class dstatis
Class fdiscd.misclass
Class fdiscd.predict
Class fhclustd
Class fmdsd
Class folder
Class folderh
Class foldermtg
Class foldert
Class fpcad
Class mdsdd
Jeffreys measure between Gaussian densities
Jeffreys measure between Gaussian densities given their parameters
Kurtosis coefficients of a folder of data sets
inner product of probability densities
inner product of Gaussian densities given their parameters
Matrix of distances between discrete probability densities given sampl...
Matrix of distances between discrete probability densities given the p...
Matrix of distances between discrete probability densities given sampl...
Matrix of distances between discrete probability densities given the p...
Matrix of distances between discrete probability densities given sampl...
Matrix of divergences between discrete probability densities given the...
Matrix of divergences between discrete probability densities given sam...
Matrix of divergences between discrete probability densities given the...
Matrix of distances between discrete probability distributions given s...
Matrix of distances between discrete probability densities given the p...
Matrix of distances between probability densities
Matrix of distances between -normed probability densities
Matrix of distances between -normed Gaussian densities give...
Matrix of distances between Gaussian densities given their param...
Matrix of Hellinger distances between Gaussian densities
Matrix of Hellinger distances between Gaussian densities given their p...
Matrix of inner products of probability densities
Matrix of inner products of Gaussian densities
Matrix of the Jeffreys measures (symmetrised Kullback-Leibler divergen...
Matrix of Jeffreys measures (symmetrised Kullback-Leibler divergences)...
Matrix of 2-Wassterstein distance between Gaussian densities
Matrix of 2-Wasserstein distances between Gaussian densities
Multidimensional scaling of discrete probability distributions
Means of a folder of data sets
Components of upper scale of a vertex
Branching order of vertices
Ranks of vertices in a decomposition
Plotting scores of STATIS method (interstructure) analysis
Plotting a hierarchical clustering
Plotting scores of multidimensional scaling of density functions
Plotting data of a foldert
Plotting scores of principal component analysis of density functions
Plotting scores of principal component analysis of density functions a...
Plotting a hierarchical clustering of discrete distributions
Plotting scores of multidimensional scaling analysis of discrete distr...
Plotting of two sets of variables
Printing results of discriminant analysis of discrete probability dist...
Printing results of discriminant analysis of discrete probability dist...
Printing results of STATIS method (interstructure) analysis
Printing results of discriminant analysis of probability density funct...
Printing results of discriminant analysis of probability density funct...
Printing results of a hierarchical clustering of probability density f...
Printing results of a multidimensional scaling analysis of probability...
Printing an object of class foldermtg
Printing an object of class foldert
Printing results of a functional PCA of probability densities
Printing results of a functional PCA of probability densities among ti...
Printing results of a hierarchical clustering of discrete distribution...
Printing results of a multidimensional scaling analysis of discrete di...
Read a MTG (Multiscale Tree Graph) file
Remove columns in all elements of a folder
Remove cols in all elements of a foldert
Remove rows in all elements of a folder
Remove rows in all elements of a foldert
Skewness coefficients of a folder of data sets
Square root of a symmetric, positive semi-definite matrix
Summarize a folder
Summarize a folderh
Summary of an object of class foldermtg
Summarize a foldert
Variance matrices of a folder of data sets
2-Wasserstein distance between Gaussian densities
2-Wasserstein distance between Gaussian densities given their paramete...
The data consist of a set of variables measured on several groups of individuals. To each group is associated an estimated probability density function. The package provides tools to create or manage such data and functional methods (principal component analysis, multidimensional scaling, cluster analysis, discriminant analysis...) for such probability densities.