depth.graph: Depth Graph

In ddalpha: Depth-Based Classification and Calculation of Data Depth

Depth Graph

Description

Builds the data depth graphs for 2-dimensional data. The graph is built using persp.

Usage

depth.graph(data, 
  depth_f = c("halfspace", "Mahalanobis", "projection", "simplicial", 
              "simplicialVolume", "spatial", "zonoid", "none"), 
  apoint = NULL, 
  main = depth_f,  
  xlim = c(min(data[, 1]), max(data[, 1])), 
  ylim = c(min(data[, 2]), max(data[, 2])), 
  zlim = c(0, max(z)), 
  xnum = 250, 
  ynum = 250, 
  theta=15, phi=60,
  bold = F,
  ...)

Arguments

data	2-dimensional numeric data frame or matrix
depth_f	the name of the depth function. The list of the supported depths and described in the topic depth..
apoint	a 2-dimensional point which is shown in black color.
main	an overall title for the plot: see title
xlim, ylim, zlim	numeric vectors of length 2, giving the x, y and z coordinates ranges: see plot.window
xnum, ynum	number of points on each direction, x and y. Impacts the smoothness of the surface.
theta, phi	rotation angles
bold	draws bold points
...	additional parameters passed to persp

See Also

depth.

persp

Examples

## Not run: 

par(mfrow = c(2,3), mar = c(0,0,0,0), mai = c(0,0,0.2,0))
data(hemophilia)
depth.graph(hemophilia, "none", xnum = 100, ynum = 100)
depth.graph(hemophilia, "Mahalanobis", xnum = 100, ynum = 100)
depth.graph(hemophilia, "halfspace", xnum = 100, ynum = 100)
depth.graph(hemophilia, "projection", xnum = 100, ynum = 100)
depth.graph(hemophilia, "zonoid", xnum = 100, ynum = 100)
depth.graph(hemophilia, "spatial", xnum = 100, ynum = 100)


## End(Not run)

ddalpha documentation built on Oct. 1, 2024, 1:07 a.m.