multipdf_plot {ztils} | R Documentation |
multipdf_plot
Description
This function extends 'multiPDF_cont' and gets the probability density functions (PDFs) for selected distributions against continuous variables. Possible distributions include any combination of "normal", "lognormal", "gamma", "exponential", and "all" (which just uses all of the prior distributions). It then plots this using 'ggplot2' and a 'scico' palette, using var_name for the plot labeling, if specified. If not specified, it will use var instead.
Usage
multipdf_plot(
var,
seq_length = 50,
distributions = "all",
palette = "oslo",
var_name = NULL
)
Arguments
var |
The variable to for which to plot PDFs |
seq_length |
The number of points over which to fit x |
distributions |
The distributions to fit x against |
palette |
The color palette to use on the graph |
var_name |
The variable name to use for x. If no name is provided, the function will grab the column name provided in x |
Value
A plot showing the PDF of the selected variable against the selected distributions over the selected sequence length
Examples
multipdf_plot(iris$Sepal.Length)
multipdf_plot(iris$Sepal.Length,
seq_length = 100,
distributions = c("normal", "lognormal", "gamma"),
palette = "bilbao",
var_name = "Sepal Length (cm)"
)