plot.denReg: Plots for Fréchet regression for univariate densities.
In frechet: Statistical Analysis for Random Objects and Non-Euclidean Data

plot.denReg

R Documentation

Plots for Fréchet regression for univariate densities.

Description

Plots for Fréchet regression for univariate densities.

Usage

## S3 method for class 'denReg'
plot(
  x,
  obj = NULL,
  prob = NULL,
  xlab = NULL,
  ylab = NULL,
  main = NULL,
  ylim = NULL,
  xlim = NULL,
  col.bar = TRUE,
  widrt = 4,
  col.lab = NULL,
  nticks = 5,
  ticks = NULL,
  add = FALSE,
  pos.prob = 0.9,
  colPalette = NULL,
  ...
)

Arguments

`x`	A `denReg` object, result of `DenFMean`, `GloDenReg` or `LocDenReg`.
`obj`	An integer indicating which output to be plotted; 1, 2, 3, 4, and 5 for `dout`, `qout`, `din`, `qin`, and reference chart for `qout`, respectively - default: 1.
`prob`	A vector specifying the probability levels for reference chart if `obj` is set to 5. Default: `c(0.05,0.25,0.5,0.75,0.95)`.
`xlab`	Character holding the label for x-axis; default: `"Probability"` when `obj` is 2 or 4, `""` when `obj` is 1 or 3, `"x"` when `obj` is 5.
`ylab`	Character holding the label for y-axis; default: `"Quantile"` when `obj` is 2, 4, or 5, and `"Density"` when `obj` is 1 or 3.
`main`	Character holding the plot title; default: `NULL`.
`ylim`	A numeric vector of length 2 holding the range of the y-axis to be drawn; default: automatically determined by the input `x`.
`xlim`	A numeric vector of length 2 holding the range of the x-axis to be drawn; default: automatically determined by the input `x`.
`col.bar`	A logical variable indicating whether a color bar is presented on the right of the plot - default: `TRUE`.
`widrt`	A scalar giving the width ratio between the main plot and the color bar - default: 4.
`col.lab`	A character giving the color bar label.
`nticks`	An integer giving the number of ticks used in the axis of color bar.
`ticks`	A numeric vector giving the locations of ticks used in the axis of color bar; it overrides `nticks`.
`add`	Logical; only works when `obj` is 5. If `TRUE` add to an already existing plot. Taken as `FALSE` (with a warning if a different value is supplied) if no graphics device is open.
`pos.prob`	`FALSE` or a scalar less than 0 or larger than 1. FALSE: no probability levels will be labeled on the quantile curves; a scalar between 0 and 1: indicating where to put the probability levels along the curves on growth charts: 0 and 1 correspond to left and right ends, respectively. Default: 0.9.
`colPalette`	A function that takes an integer argument (the required number of colors) and returns a character vector of colors interpolating the given sequence (e.g., `heat.colors`, `terrain.colors` and functions created by `colorRampPalette`). Default is `colorRampPalette(colors = c("pink","royalblue"))` for more than one curves and `"black"` otherwise.
`...`	Can set up `lty`, `lwd`, etc.