RSDA (version 1.1)

sym.cor: Symbolic Correlation

Description

This function compute the symbolic correlation

Usage

sym.cor(sym.var.x, sym.var.y, method = 
            c("centers", "interval", "billard", "histogram"), na.rm = FALSE, ...)

Arguments

sym.var.x

First symbolic variables.

sym.var.y

Second symbolic variables.

method

The method to be use.

na.rm

As in R cor function.

...

As in R cor function.

Value

• Return a real number in [-1,1].

References

Billard L. and Diday E. (2006). Symbolic data analysis: Conceptual statistics and data mining. Wiley, Chichester.

Rodriguez, O. (2000). Classification et Modeles Lineaires en Analyse des Donnees Symboliques. Ph.D. Thesis, Paris IX-Dauphine University.

Examples

data(example3)
sym.data<-example3
sym.cor(sym.var(sym.data,1),sym.var(sym.data,4),method='centers')
sym.cor(sym.var(sym.data,2),sym.var(sym.data,6),method='centers')
sym.cor(sym.var(sym.data,2),sym.var(sym.data,6),method='billard')