RSDA: R to Symbolic Data Analysis
Version 1.3

Symbolic Data Analysis (SDA) was proposed by professor Edwin Diday in 1987, the main purpose of SDA is to substitute the set of rows (cases) in the data table for a concept (second order statistical unit). This package implements, to the symbolic case, certain techniques of automatic classification, as well as some linear models.

AuthorOldemar Rodriguez R. with contributions from Olger Calderon, Roberto Zuniga and Jorge Arce
Date of publication2015-11-04 01:10:28
MaintainerOldemar Rodriguez <oldemar.rodriguez@ucr.ac.cr>
LicenseGPL (>= 2)
Version1.3
URL http://www.oldemarrodriguez.com
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("RSDA")

Getting started

Package overview

Popular man pages

display.sym.table: display.sym.table
facedata: Face Data Example
read.sym.table: Read a Symbolic Table
RSDA-package: R to Symbolic Data Analysis
sym.glm: Lasso, Ridge and and Elastic Net Linear regression model to...
sym.kmeans: Symbolic k-Means
USCrime: Us crime classic data table
See all...

All man pages Function index File listing

Man pages

abalone: SODAS XML data file.
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
deter.coefficient: Compute the determination cosfficient
display.sym.table: display.sym.table
dist.vect: Compute a distance vector
dist.vect.matrix: Compute the distance vector matrix
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 7
example7: Data Example 7
ex_cfa1: Correspondence Analysis Example
ex_cfa2: Correspondence Analysis Example
facedata: Face Data Example
generate.sym.table: Generate a Symbolic Data Table
interscal: Interscal Method
interval.dist: Interval Distance Matrix
interval.dist.tobj: Symbolic Objects Distance
int_prost_test: Linear regression model data example
int_prost_train: Linear regression model data example
lynne1: Symbolic interval data example
lynne2: Symbolic interval data example
neighbors.vertex: Compute neighbors vertex
norm.vect: Compute the norm of a vector
oils: Ichino Oils example data
predictsym.glm: Predict method to Lasso, Ridge and and Elastic Net Linear...
predictsym.lm: Predict method to CM and CRM Linear regression model
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-package: R to Symbolic Data Analysis
SDS.to.RSDA: SDS SODAS files to RSDA files.
SODAS.to.RSDA: XML SODAS files to RSDA files.
StudentsGrades: Data Example
sym.cfa: Symbolic correspondence analysis
sym.circle.plot: Symbolic Circle of Correlations
sym.cor: Symbolic Correlation
sym.cov: Symbolic Covariance
sym.glm: Lasso, Ridge and and Elastic Net Linear regression model to...
sym.hclust: Symbolic Hierarchical Clustering
sym.histogram.pca: Histogram Principal Components Analysis
sym.interval.pc: Compute a symbolic interval principal components curves
sym.interval.pca: Interval Principal Components Analysis
sym.interval.pc.limits: Symbolic interval principal curves limits
sym.kmeans: Symbolic k-Means
sym.lm: CM and CRM Linear regression model
sym.lm.bi: Symbolic Linear Regression for two variables
sym.mds: Symbolic Multidemensional Scaling
sym.mean: Symbolic Mean
sym.median: Symbolic Median
sym.obj: Symbolic Object
sym.scatterplot: Symbolic Scatter Plot
sym.scatterplot3d: Symbolic Scatter Plot 3D
sym.scatterplot.ggplot: Symbolic Scatter GGPlot
sym.sd: Symbolic Standard Desviation
sym.var: Symbolic Variable (Feature)
sym.variance: Symbolic Variance
USCrime: Us crime classic data table
uscrime_int: Us crime interval data table
variance.princ.curve: Variance of the principal curve
vertex.interval: Vertex of the intervals
VeterinaryData: Symbolic interval data example
write.sym.table: Write Symbolic Data Table

Functions

Cardiological Man page
R2.L Man page Source code
R2.U Man page Source code
RMSE.L Man page Source code
RMSE.U Man page Source code
RSDA Man page
SDS.to.RSDA Man page Source code
SODAS.to.RSDA Man page Source code
StudentsGrades Man page
USCrime Man page
VeterinaryData Man page
abalone Man page
centers.interval Man page Source code
cfa.CVPRealz Source code
cfa.Czz Source code
cfa.MatrixZ Source code
cfa.minmax Source code
cfa.scatterplot Man page Source code
cfa.totals Source code
classic.to.sym Man page Source code
deter.coefficient Man page Source code
display.sym.table Man page Source code
dist.vect Man page Source code
dist.vect.matrix Man page Source code
downarrow.matrix Source code
ex1_db2so Man page
ex_cfa1 Man page
ex_cfa2 Man page
example1 Man page
example2 Man page
example3 Man page
example4 Man page
example5 Man page
example6 Man page
example7 Man page
facedata Man page
generate.sym.table Man page Source code
int_prost_test Man page
int_prost_train Man page
interscal Man page Source code
interscal.B Source code
interscal.delta Source code
interval.dist Man page Source code
interval.dist.tobj Man page Source code
lynne1 Man page
lynne2 Man page
neighbors.vertex Man page Source code
newSobject Source code
norm.vect Man page Source code
oils Man page
plotX.slice Source code
predictsym.glm Man page Source code
predictsym.lm Man page Source code
process.continue.variable Source code
process.continuum.variable Source code
process.histogram.variable Source code
process.inter.cont.variable Source code
process.interval.variable Source code
process.mult.nominal.modif.variable Source code
process.mult.nominal.variable Source code
process.nominal.variable Source code
process.set.variable Source code
read.sym.table Man page Source code
rightarrow.matrix Source code
sym.cfa Man page Source code
sym.circle.plot Man page Source code
sym.cor Man page Source code
sym.cov Man page Source code
sym.glm Man page Source code
sym.hclust Man page Source code
sym.histogram.pca Man page Source code
sym.interval.pc Man page Source code
sym.interval.pc.limits Man page Source code
sym.interval.pca Man page Source code
sym.kmeans Man page Source code
sym.lm Man page
sym.lm.bi Man page Source code
sym.mds Man page Source code
sym.mean Man page Source code
sym.median Man page Source code
sym.normalize Source code
sym.obj Man page Source code
sym.scatterplot Man page Source code
sym.scatterplot.ggplot Man page Source code
sym.scatterplot3d Man page Source code
sym.sd Man page Source code
sym.var Man page Source code
sym.variance Man page Source code
uscrime_int Man page
variance.princ.curve Man page Source code
vertex.interval Man page Source code
write.sym.table Man page Source code

Files

NAMESPACE
data
data/USCrime.rda
data/oils.rda
data/abalone.rda
data/ex_cfa1.rda
data/ex_cfa2.rda
data/example1.rda
data/int_prost_train.rda
data/example6.rda
data/lynne2.rda
data/Cardiological.rda
data/example2.rda
data/uscrime_int.rda
data/int_prost_test.rda
data/example7.rda
data/VeterinaryData.rda
data/facedata.rda
data/example3.rda
data/example5.rda
data/lynne1.rda
data/example4.rda
data/StudentsGrades.rda
data/ex1_db2so.rda
R
R/SDS.to.RSDA.R
R/vertex.interval.R
R/process.histogram.variable.R
R/sym.lm.R
R/classic.to.sym.R
R/cfa.MatrixZ.R
R/interval.dist.tobj.R
R/R2.U.R
R/process.interval.variable.R
R/sym.glm.R
R/sym.sd.R
R/display.sym.table.R
R/variance.princ.curve.R
R/dist.vect.R
R/process.inter.cont.variable.R
R/cfa.scatterplot.R
R/process.mult.nominal.variable.R
R/deter.coefficient.R
R/plotX.slice.R
R/sym.cfa.R
R/newSobject.R
R/process.continue.variable.R
R/sym.mean.R
R/process.continuum.variable.R
R/neighbors.vertex.R
R/process.mult.nominal.modif.variable.R
R/RMSE.U.R
R/interscal.B.R
R/predictsym.lm.R
R/sym.median.R
R/RMSE.L.R
R/sym.interval.pc.R
R/read.sym.table.R
R/process.nominal.variable.R
R/sym.interval.pc.limits.R
R/write.sym.table.R
R/sym.cor.R
R/sym.circle.plot.R
R/sym.var.R
R/norm.vect.R
R/R2.L.R
R/interval.dist.R
R/cfa.totals.R
R/sym.variance.R
R/rightarrow.matrix.R
R/cfa.CVPRealz.R
R/sym.lm.bi.R
R/process.set.variable.R
R/dist.vect.matrix.R
R/sym.obj.R
R/predictsym.glm.R
R/sym.hclust.R
R/SODAS.to.RSDA.R
R/sym.mds.R
R/sym.cov.R
R/sym.scatterplot.R
R/sym.scatterplot3d.R
R/sym.scatterplot.ggplot.R
R/centers.interval.R
R/generate.sym.table.R
R/sym.kmeans.R
R/cfa.Czz.R
R/cfa.minmax.R
R/interscal.delta.R
R/sym.histogram.pca.R
R/downarrow.matrix.R
R/interscal.R
R/sym.normalize.R
R/sym.interval.pca.R
MD5
DESCRIPTION
man
man/R2.L.Rd
man/sym.interval.pca.Rd
man/sym.scatterplot.Rd
man/example2.Rd
man/example7.Rd
man/sym.interval.pc.limits.Rd
man/predictsym.glm.Rd
man/oils.Rd
man/example3.Rd
man/sym.glm.Rd
man/cfa.scatterplot.Rd
man/dist.vect.matrix.Rd
man/sym.lm.Rd
man/norm.vect.Rd
man/sym.scatterplot3d.Rd
man/sym.mean.Rd
man/vertex.interval.Rd
man/USCrime.Rd
man/sym.obj.Rd
man/deter.coefficient.Rd
man/read.sym.table.Rd
man/uscrime_int.Rd
man/RSDA-package.Rd
man/sym.var.Rd
man/interval.dist.Rd
man/SDS.to.RSDA.Rd
man/sym.scatterplot.ggplot.Rd
man/sym.lm.bi.Rd
man/lynne2.Rd
man/ex_cfa2.Rd
man/example1.Rd
man/sym.interval.pc.Rd
man/interscal.Rd
man/StudentsGrades.Rd
man/neighbors.vertex.Rd
man/RMSE.U.Rd
man/int_prost_test.Rd
man/sym.cfa.Rd
man/facedata.Rd
man/sym.cor.Rd
man/VeterinaryData.Rd
man/dist.vect.Rd
man/sym.histogram.pca.Rd
man/sym.mds.Rd
man/Cardiological.Rd
man/centers.interval.Rd
man/sym.sd.Rd
man/lynne1.Rd
man/display.sym.table.Rd
man/SODAS.to.RSDA.Rd
man/generate.sym.table.Rd
man/sym.median.Rd
man/example5.Rd
man/predictsym.lm.Rd
man/sym.kmeans.Rd
man/sym.cov.Rd
man/interval.dist.tobj.Rd
man/sym.variance.Rd
man/sym.hclust.Rd
man/abalone.Rd
man/ex_cfa1.Rd
man/classic.to.sym.Rd
man/int_prost_train.Rd
man/example4.Rd
man/write.sym.table.Rd
man/RMSE.L.Rd
man/sym.circle.plot.Rd
man/example6.Rd
man/ex1_db2so.Rd
man/R2.U.Rd
man/variance.princ.curve.Rd
RSDA documentation built on May 19, 2017, 5:48 p.m.

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