cloud2-methods: Cloud Plot Methods ('cloud2') in Package 'copula'

In copula: Multivariate Dependence with Copulas

Cloud Plot Methods ('cloud2') in Package 'copula'

Description

Function and Methods cloud2() to draw (lattice) cloud plots of two-dimensional distributions from package copula.

Usage

## S4 method for signature 'matrix'
cloud2(x,
      xlim = range(x[,1], finite = TRUE),
      ylim = range(x[,2], finite = TRUE),
      zlim = range(x[,3], finite = TRUE),
      xlab = NULL, ylab = NULL, zlab = NULL,
      scales = list(arrows = FALSE, col = "black"),
      par.settings = standard.theme(color = FALSE), ...)
## S4 method for signature 'data.frame'
cloud2(x,
      xlim = range(x[,1], finite = TRUE),
      ylim = range(x[,2], finite = TRUE),
      zlim = range(x[,3], finite = TRUE),
      xlab = NULL, ylab = NULL, zlab = NULL,
      scales = list(arrows = FALSE, col = "black"),
      par.settings = standard.theme(color = FALSE), ...)
## S4 method for signature 'Copula'
cloud2(x, n,
      xlim = 0:1, ylim = 0:1, zlim = 0:1,
      xlab = quote(U[1]), ylab = quote(U[2]), zlab = quote(U[3]), ...)
## S4 method for signature 'mvdc'
cloud2(x, n,
      xlim = NULL, ylim = NULL, zlim = NULL,
      xlab = quote(X[1]), ylab = quote(X[2]), zlab = quote(X[3]), ...)

Arguments

x	a "matrix", "data.frame", "Copula" or a "mvdc" object.
xlim, ylim, zlim	the x-, y- and z-axis limits.
xlab, ylab, zlab	the x-, y- and z-axis labels.
scales	a list determining how the axes are drawn; see cloud().
par.settings	see cloud().
n	when x is not matrix-like: The sample size of the random sample drawn from x.
...	additional arguments passed to the underlying cloud().

Value

An object of class “trellis” as returned by cloud().

Methods

Cloud plots for objects of class "matrix" , "data.frame", "Copula" or "mvdc".

See Also

The lattice-based splom2-methods for data, and wireframe2-methods and contourplot2-methods for functions.

Examples

## For 'matrix' objects
cop <- gumbelCopula(2, dim = 3)
n <- 1000
set.seed(271)
U <- rCopula(n, copula = cop)
cloud2(U, xlab = quote(U[1]), ylab = quote(U[2]), zlab = quote(U[3]))

## For 'Copula' objects
set.seed(271)
cloud2(cop, n = n) # same as above

## For 'mvdc' objects
mvNN <- mvdc(cop, c("norm", "norm", "exp"),
             list(list(mean = 0, sd = 1), list(mean = 1), list(rate = 2)))
cloud2(mvNN, n = n)

copula documentation built on Feb. 7, 2024, 3:01 p.m.