prefpls: Scatter plot and additional variables with quality of...

In FactoMineR: Multivariate Exploratory Data Analysis and Data Mining

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")

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)

Details

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

Value

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

Author(s)

Francois Husson [e-mail]

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)])

FactoMineR documentation built on May 29, 2024, 3:36 a.m.