ggplotmc: ggplotmc

Description

Plots the empirical cumulative distribution function of a [mcnode] or a [mc] object ("`0`" and "`V`" nodes) or the empirical cumulative distribution function of the estimate of a [mcnode] or [mc] object ("`U`" and "`VU`" nodes) based on [ggplot2::ggplot] package.

Usage

ggplotmc(x, ...)
# S3 method for mcnode
ggplotmc(
  x,
  prec = 0.001,
  stat = c("median", "mean"),
  lim = c(0.025, 0.25, 0.75, 0.975),
  na.rm = TRUE,
  griddim = NULL,
  xlab = NULL,
  ylab = "Fn(x)",
  main = "",
  paint = TRUE,
  xlim = NULL,
  ylim = NULL,
  which = NULL,
  ...
)
# S3 method for mc
ggplotmc(
  x,
  prec = 0.001,
  stat = c("median", "mean"),
  lim = c(0.025, 0.25, 0.75, 0.975),
  na.rm = TRUE,
  griddim = NULL,
  xlab = NULL,
  ylab = "Fn(x)",
  main = "",
  paint = TRUE,
  xlim = NULL,
  ylim = NULL,
  ...
)

Value

a ggplot object.

Arguments

x: and `mc` or an `mcnode` object
...: further arguments to be passed to [ggplot2::stat_ecdf()]
prec: the precision of the plot. 0.001 will provide an ecdf using the 0.000, 0.001, .002, ..., 1.000 quantiles.
stat: the function used for estimates (2D `mc` or `mcnode`). By default the median.
lim: a vector of numbers (between 0 and 1) indicating the envelope (2D `mc` or `mcnode`) . Maybe NULL or empty.
na.rm: Should `NA` values be discarded
griddim: a vector of two integers, indicating the size of the grid of the graph. If NULL, the grid is calculated to produce a "nice" graph.
xlab: vector of labels for the x-axis. If `NULL`, the name of the node is used.
ylab: vector of labels for the y-axis.
main: vector of main titles of the graph
paint: Should the envelopes be filled?
xlim: x coordinate range. `xlim` is either a vector of length 2, used for each graph, or a list of vectors of length 2, whose ith element is used for the ith graph. By default, the data range is used as xlim.
ylim: y coordinate range. `ylim` is either a vector of length 2, used for each graph, or a list of vectors of length 2, whose ith element is used for the ith graph. By default, the data range is 0-1.
which: An argument used for an `mcnode` with multivariates. Can specify which variate plot to display. When variates are more than one, the output will be saved in a plot list by default or use the number of which variate to display.

Author

Yu Chen and Regis Pouillot

Examples

Run this code

data(total)
# When mcnode has one variate
ggplotmc(xV)
# Post process
ggplotmc(xV) + ggplot2::ggtitle("post processed")
# When mcnode has two variates
gplots <- ggplotmc(xVUM) #will save two plots in a list
gplots[[1]] # show the first variate plot of xVUM mcnode
ggplotmc(xVUM, which = 1) #directly show the first variate plot of xVUM mcnode