ScaleCurve-class {DepthProc} | R Documentation |
ScaleCurve and ScaleCurveList
Description
ScaleCurve is a class that stores results of scaleCurve function.
Details
ScaleCurve intherits behviour from numeric vector, so raw values of ScaleCurve can be accessed via as.numeric(...).
The mechanism of creating plots with multiple curves is shown in DepthCurve-class (same mechanism is applied for AsymmetryCurve).
Examples
library(mvtnorm)
x <- mvrnorm(n = 100, mu = c(0, 0), Sigma = 2 * diag(2))
y <- rmvt(n = 100, sigma = diag(2), df = 4)
s1 <- scaleCurve(x, depth_params = list(method = "Projection"))
s2 <- scaleCurve(y, depth_params = list(method = "Projection"), name = "Set2")
sc_list <- combineDepthCurves(s1, s2) # Add one curve to another
plot(sc_list) # Draw plot with two curves
z <- mvrnorm(n = 100, mu = c(0, 0), Sigma = 1 * diag(2))
s3 <- scaleCurve(z, depth_params = list(method = "Projection"))
plot(combineDepthCurves(sc_list, s3)) # Add third curve and draw a plot
[Package DepthProc version 2.1.5 Index]