This function helps visualize posterior distribution samples from Bayesian inference and displays various informative elements. It can show the mean, mode, median, a credible interval (either HDI or quantiles), the Region of Practical Equivalence (ROPE), and a comparison value.
Arguments:
posterior_samples: A numeric vector of posterior distribution samples. credMass: The width of the credible interval (a numeric value between 0 and 1; default is 0.95). ROPE: A numeric vector specifying the ROPE range (e.g., c(lower_bound, upper_bound)). compVal: A numeric value for comparison. showMean: A logical value indicating whether to display the mean (TRUE/FALSE). showMode: A logical value indicating whether to display the mode (TRUE/FALSE). showMedian: A logical value indicating whether to display the median (TRUE/FALSE). showCurve: A logical value indicating whether to display a density plot (TRUE/FALSE; if FALSE, a histogram is shown). showQuantile: A logical value indicating whether to display the credible interval as quantiles instead of HDI (TRUE/FALSE). xlab: The label for the x-axis. main: The title of the plot. hist_color: The color of the histogram. textSize: The size of the text elements. yaxt: The y-axis style (default is to show only numbers). ...: Additional arguments to be passed to the plotting function.
