plotContours {mrfDepth} | R Documentation |
Draws depth contours of bivariate data
Description
Draws the depth contours of bivariate data computed with depthContour
.
Usage
plotContours(x, depthContour, data = TRUE)
Arguments
x |
An |
depthContour |
The result of a call to |
data |
Logical value indicating whether the data |
Details
The plot is made using ggplot2
. The plot itself is returned by the function and is fully customisable using standard ggplot2
commands.
Author(s)
P. Segaert
References
Ruts I., Rousseeuw P.J. (1996). Computing depth contours of bivariate point clouds. Computational Statistics & Data Analysis, 23, 153-168.
See Also
Examples
# Compute and plot some halfspace depth contours of a two-dimensional dataset.
# The returned object is a ggplot2 object that may be edited
# using standard ggplot2 commands.
data(cardata90)
Result <- depthContour(x = cardata90,
alpha = c(0.125, 0.25))
plot <- plotContours(x = cardata90, depthContour = Result)
plot + ylab("Engine displacement") + xlab("Weight in pounds")
# One may consider different depth functions such as projection depth
# by changing the input parameter 'type' in the depthcontour function.
Result <- depthContour(x = cardata90,
alpha = c(0.35, 0.55),
type = "projdepth")
plotContours(x = cardata90, depthContour = Result)
[Package mrfDepth version 1.0.17 Index]