R to Symbolic Data Analysis

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Documentation for package ‘RSDA’ version 2.0.8

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A C D E F G I L M N O P R S T U V W

RSDA-package R to Symbolic Data Analysis

-- A --

abalone SODAS XML data file.

-- C --

calc.burt.sym Burt Matrix
Cardiological Cardiological data example
centers.interval Compute centers of the interval
cfa.scatterplot CFA Symbolic Scatter Plot
classic.to.sym Generate a symbolic data table
cor Generic function for the correlation
cor.default Generic function for the correlation
cor.sym.data.table Generic function for the correlation
cov Generic function for the covariance
cov.default Generic function for the covariance
cov.sym.data.table Generic function for the covariance

-- D --

deter.coefficient Compute the determination cosfficient
display.sym.table display.sym.table
dist Generic function for distance matrix computation
dist.default Generic function for distance matrix computation
dist.modal Distance matrix for symbolic data
dist.sym.data.table Generic function for distance matrix computation
dist.vect Compute a distance vector
dist.vect.matrix Compute the distance vector matrix

-- E --

ex1_db2so Data example to generate symbolic objets
example1 Data Example 1
example2 Data Example 2
example3 Data Example 3
example4 Data Example 4
example5 Data Example 5
example6 Data Example 6
example7 Data Example 7
ex_cfa1 Correspondence Analysis Example
ex_cfa2 Correspondence Analysis Example
ex_mcfa1 ex_mcfa1
ex_mcfa2 ex_mcfa2

-- F --

facedata Face Data Example

-- G --

generate.sym.table Generate a Symbolic Data Table

-- I --

interscal Interscal Method
interval.dist Interval Distance Matrix
interval.dist.tobj Symbolic Objects Distance
interval.histogram.plot Histogram plot for an interval variable
int_prost_test Linear regression model data example.
int_prost_train Linear regression model data example.

-- L --

lynne1 Symbolic interval data example.
lynne2 Symbolic interval data example.

-- M --

mcfa.scatterplot Plot Interval Scatterplot
mean.sym.data.table Symbolic Mean
median.sym.data.table Symbolic Median

-- N --

neighbors.vertex Compute neighbors vertex
norm.vect Compute the norm of a vector.

-- O --

oils Ichino Oils example data.
olils Ichino Oils example data.

-- P --

pander.sym.data.table Pander method for symbolic data table
plot.sym.data.table Function for plotting a symbolic object
predictsym.glm Predict method to Lasso, Ridge and and Elastic Net Linear regression model to interval variables
predictsym.lm Predict method to CM and CRM Linear regression model
print.sym.data.table Printing Symbolic Data Table

-- R --

R2.L Lower boundary correlation coefficient.
R2.U Upper boundary correlation coefficient.
read.sym.table Read a Symbolic Table
RMSE.L Lower boundary root-mean-square error
RMSE.U Upper boundary root-mean-square error
RSDA R to Symbolic Data Analysis

-- S --

sd Generic function for the standard desviation
sd.default Generic function for the standard desviation
sd.sym.data.table Generic function for the standard desviation
SDS.to.RSDA SDS SODAS files to RSDA files.
SODAS.to.RSDA XML SODAS files to RSDA files.
StudentsGrades Data Example.
sym.circle.plot Symbolic Circle of Correlations
sym.cor Symbolic Correlation
sym.cov Symbolic Covariance
sym.dist.interval Distance for Symbolic Interval Variables.
sym.dist.set Distance for Symbolic Set Variables.
sym.glm Lasso, Ridge and and Elastic Net Linear regression model to interval variables
sym.hclust Symbolic Hierarchical Clustering
sym.histogram.pca Histogram Principal Components Analysis
sym.interval.pc Compute a symbolic interval principal components curves
sym.interval.pc.limits Symbolic interval principal curves limits
sym.interval.pca Interval Principal Components Analysis.
sym.kmeans Symbolic k-Means
sym.lm CM and CRM Linear regression model.
sym.lm.bi Symbolic Linear Regression for two variables.
sym.mcfa sym.mcfa
sym.mds Symbolic Multidemensional Scaling
sym.mean Symbolic Mean
sym.median Symbolic Median
sym.obj Symbolic Object
sym.scatterplot.ggplot Symbolic Scatter GGPlot
sym.scatterplot3d Symbolic Scatter Plot 3D
sym.sd Symbolic Standard Desviation
sym.var Symbolic Variable (Feature)
sym.variance Symbolic Variance

-- T --

Table7 Table7
table7 Table7

-- U --

USCrime Us crime classic data table
uscrime_int Us crime interval data table.

-- V --

var Generic function for the Variance
var.default Generic function for the Variance
var.sym.data.table Generic function for the Variance
variance.princ.curve Variance of the principal curve
vertex.interval Vertex of the intervals
VeterinaryData Symbolic interval data example

-- W --

write.sym.table Write Symbolic Data Table