plot.functional: Plot functions for the Functional Data

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

Plot functions for the Functional Data

Description

Plots the functional data given in the form which is described in the topic dataf.*.

Usage

## S3 method for class 'functional'
plot(x, 
      main = "Functional data", xlab = "args", ylab = "vals", 
      colors = c("red", "blue", "green", "black", "orange", "pink"), ...)
      
## S3 method for class 'functional'
lines(x, 
      colors = c("red", "blue", "green", "black", "orange", "pink"), ...)
      
## S3 method for class 'functional'
points(x, 
      colors = c("red", "blue", "green", "black", "orange", "pink"), ...)

Arguments

x	The functional data as in the topic dataf.*. Note, that the in order to use s3 methods the data must be of class "functional".
main	an overall title for the plot: see title
xlab	a title for the x axis: see title
ylab	a title for the y axis: see title
colors	the colors for the classes of the data. The colors are applied to the classes sorted in alphabetical order. Use the same set of classes to ensure that the same colours are selected in lines and points as in plot (do not remove entire classes).
...	additional parameters

See Also

dataf.* for functional data description

Examples

## Not run: 
  ## load the Growth dataset
  dataf = dataf.growth()
  
  labels = unlist(dataf$labels)
  plot(dataf, 
       main = paste("Growth: girls red (", sum(labels == "girl"), "),", 
                    " boys blue (", sum(labels == "boy"), ")", sep=""),
       xlab="Year", ylab="Height, cm",
       colors = c("blue", "red")   # in alphabetical order of class labels   
  )
  
  # plot an observation as a line
  observation = structure(list(dataf = list(dataf$dataf[[1]])), class = "functional")
  lines(observation, colors = "green", lwd = 3)
  
  # plot hight at the age of 14 
  indexAge14 = which(observation$dataf[[1]]$args == 14)
  hightAge14 = observation$dataf[[1]]$vals[indexAge14]
  atAge14 = structure(list(
                      dataf = list(dataf = list(args = 14, vals = hightAge14))
                      ), class = "functional")
  points(atAge14, colors = "yellow", pch = 18)

## End(Not run)

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