R to Symbolic Data Analysis


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Documentation for package ‘RSDA’ version 3.0.4

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

-- A --

abalone SODAS XML data file.
as.data.frame.symbolic_histogram a data.frame
as.data.frame.symbolic_interval convertir a data.frame
as.data.frame.symbolic_modal Extract values
as.data.frame.symbolic_set convertir a data.frame

-- C --

calc.burt.sym Burt Matrix
Cardiological Cardiological data example
centers.interval Compute centers of the interval
classic.to.sym Generate a symbolic data frame
cor Generic function for the correlation
cor.default Generic function for the correlation
cor.symbolic_interval Generic function for the correlation
cov Generic function for the covariance
cov.default Generic function for the covariance
cov.symbolic_interval Generic function for the covariance

-- D --

deter.coefficient Compute the determination cosfficient
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 Multiple Correspondence Analysis Example
ex_mcfa2 Multiple Correspondence Analysis Example

-- F --

facedata Face Data Example
format.symbolic_histogram Symbolic modal conversion functions to and from Character
format.symbolic_interval Symbolic interval conversion functions to and from Character
format.symbolic_modal Symbolic modal conversion functions to and from Character
format.symbolic_set Symbolic set conversion functions to and from Character

-- G --

get_cats Extract categories
get_props Extract prop

-- I --

interval.centers calcula centros
interval.histogram.plot Histogram plot for an interval variable
interval.max calcula maximos
interval.min calcula minimos
interval.ranges calcula rangos
int_prost_test Linear regression model data example.
int_prost_train Linear regression model data example.
is.sym.histogram Symbolic histogram
is.sym.interval Symbolic interval
is.sym.modal Symbolic modal
is.sym.set Symbolic set

-- L --

lynne1 Symbolic interval data example.

-- M --

max.symbolic_interval Maxima and Minima
mcfa.scatterplot Plot Interval Scatterplot
mean.symbolic_interval Symbolic mean for intervals
mean.symbolic_tbl Symbolic mean for intervals
median.symbolic_interval Symbolic Median
min.symbolic_interval Maxima and Minima

-- 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 --

plot.symbolic_tbl Function for plotting a symbolic object

-- 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.symbolic_interval Generic function for the standard desviation
SDS.to.RSDA SDS SODAS files to RSDA files.
SODAS.to.RSDA XML SODAS files to RSDA files.
sym.circle.plot Symbolic Circle of Correlations
sym.dist.interval Distance for Symbolic Interval Variables.
sym.glm Lasso, Ridge and and Elastic Net Linear regression model to interval variables
sym.histogram Create an symbolic_histogram type object
sym.interval Create an symbolic_interval type object
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.mcfa sym.mcfa
sym.modal Create an symbolic_modal type object
sym.pca Interval Principal Components Analysis.
sym.pca.symbolic_tbl Interval Principal Components Analysis.
sym.predict Predict method to CM and CRM Linear regression model
sym.predict.symbolic_glm_cm Predict method to CM and CRM Linear regression model
sym.predict.symbolic_glm_crm Predict method to CM and CRM Linear regression model
sym.predict.symbolic_lm_cm Predict method to CM and CRM Linear regression model
sym.predict.symbolic_lm_crm Predict method to CM and CRM Linear regression model
sym.scatterplot Symbolic Scatter Plot
sym.set Create an symbolic_set type object
sym.var Symbolic Variable (Feature)

-- U --

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

-- V --

var Symbolic Variance
var.default Symbolic Variance
var.symbolic_interval Symbolic 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

-- misc --

$.symbolic_histogram $ operator for histograms
$.symbolic_interval Maxima and Minima
$.symbolic_modal $ operator for modals
$.symbolic_set $ operator for set