FactoMineR (version 2.9)

prefpls: Scatter plot and additional variables with quality of representation contour lines

Description

This function is useful to interpret the usual graphs $(x,y)$ with additional quantitative variables.

Usage

prefpls(donnee, var1 = 1, var2 = 2, firstvar = 3, 
    lastvar = ncol(donnee), levels = c(0.2,0.4,0.6,0.7,0.8,0.9,1), 
    asp = 1, nbchar = max(nchar(colnames(donnee))), title = NULL,
    choix="var")

Value

A scatter plot of the invividuals

A graph with additional variables and the quality of representation contour lines.

Arguments

donnee

a data frame made up of quantitative variables

var1

the position of the variable corresponding to the x-axis

var2

the position of the variable corresponding to the y-axis

firstvar

the position of the first endogenous variable

lastvar

the position of the last endogenous variable (by default the last column of donnee)

levels

a list of the levels displayed in the graph of variables

asp

aspect ratio for the graph of the individuals

nbchar

the number of characters used for the labels of the variables

title

string corresponding to the title of the graph you draw (by default NULL and a title is chosen)

choix

the graph to plot ("ind" for the individuals, "var" for the variables)

Author

Francois Husson

Details

This function is very useful when there is a strong correlation between two variables x and y

References

Husson, F. & Pages, J. (2005). Scatter plot and additional variables. Journal of applied statistics

Examples

data(decathlon)
prefpls(decathlon[,c(11,12,1:10)])