Distribution Plot — distribution_plot • purify

Plot data against a theoretical distribution. The typical comparision to a normal distribution is called a QQ-plot.

Usage

distribution_plot(
  x,
  distribution = "norm",
  alpha = 0.05,
  labels = names(x),
  ...
)

Arguments

x: Vector of observations
distribution: String of distribution as part of the 'qDIST' and 'dDIST'
alpha: Numeric for the significance used for the bands. If it outside (0,1) or NULL then no bands will be computed
labels: Vector of labels of the same length as x for the string to add to the plot when a value exceeds the bounds
...: Additional parameters to pass to qDIST

Value

A ggplot2 object for the values plotted against theoretical values

Examples

distribution_plot(rnorm(100))

distribution_plot(rexp(100), dist = "exp")