plot.dpmeta: Generic plot function for dpmeta object.

Description

This function is built with `ggplot2`. Parameters such as `binwidth`, `adjust`, `density.color`, `density.lwd`, `density.lty`, and `density.alpha` correspond directly to arguments in the `ggplot2` geoms.

Usage

# S3 method for dpmeta
plot(
  x,
  plot.type = "predictive_vs_mean",
  center = "median",
  n.samples = NULL,
  x.lim = NULL,
  y.lim = NULL,
  x.lab = expression(theta^{
     new
 }),
  y.lab = "Posterior Predictive Distribution",
  title.plot = "Dirichlet Process ",
  show.histogram = TRUE,
  show.rug = TRUE,
  show.legend = FALSE,
  binwidth = 0.08,
  adjust = 1,
  predictive.color = "blue",
  mean.color = "red",
  median.color = "black",
  density.lty = "solid",
  density.lwd = 1,
  density.alpha = 0.2,
  hist.color = "black",
  hist.fill = "grey95",
  rug.color = "green",
  rug.alpha = 0.5,
  ...
)

Arguments

x: The object generated by the dpmeta function.
plot.type: A character string specifying the type of plot: "predictive_vs_mean" (default), "predictive", "tau_posterior".
center: A character string specifying which central tendency of the DP to plot: "median" (default), "mean", "both".
n.samples: The number of posterior samples to plot.
x.lim: Numeric vector of length 2 specifying the x-axis limits.
y.lim: Numeric vector of length 2 specifying the y-axis limits.
x.lab: Text with the label of the x-axis. Defaults to \(\theta^{new}\).
y.lab: Text with the label of the y-axis. Defaults to "Posterior Predictive Distribution".
title.plot: Text for setting a title in the plot. Defaults to "Dirichlet Process ".
show.histogram: A logical value indicating whether to show the histogram.
show.rug: A logical value indicating whether to show the rug plot.
show.legend: A logical value indicating whether to show the legend when multiple density curves are displayed.
binwidth: A numeric value specifying the bin width for the histogram. Defaults to 0.08.
adjust: A numeric value to adjust the bandwidth of the density curves. Defaults to 1.
predictive.color: A character value specifying the color of the posterior predictive density curve.
mean.color: A character value specifying the color of the posterior mean density curve.
median.color: A character value specifying the color of the posterior median density curve.
density.lty: A character value for the density curve line type. Defaults to "solid".
density.lwd: A numeric value for the density curve line width. Defaults to 1.
density.alpha: A numeric value between 0 and 1 for the density curve transparency. Defaults to 0.2.
hist.color: A character value for the histogram border color. Defaults to "black".
hist.fill: A character value for the histogram fill color. Defaults to "grey95".
rug.color: A character value for the rug plot color. Defaults to "green".
rug.alpha: A numeric value between 0 and 1 for the rug plot transparency. Defaults to 0.5.
...: ...