tidy_autoplot: Automatic Plot of Density Data

In TidyDensity: Functions for Tidy Analysis and Generation of Random Data

Automatic Plot of Density Data

Description

This is an auto plotting function that will take in a tidy_ distribution function and a few arguments, one being the plot type, which is a quoted string of one of the following:

• density

• quantile

• probablity

• qq

• mcmc

If the number of simulations exceeds 9 then the legend will not print. The plot subtitle is put together by the attributes of the table passed to the function.

Usage

tidy_autoplot(
  .data,
  .plot_type = "density",
  .line_size = 0.5,
  .geom_point = FALSE,
  .point_size = 1,
  .geom_rug = FALSE,
  .geom_smooth = FALSE,
  .geom_jitter = FALSE,
  .interactive = FALSE
)

Arguments

.data	The data passed in from a tidy_distribution function like tidy_normal()
.plot_type	This is a quoted string like 'density'
.line_size	The size param ggplot
.geom_point	A Boolean value of TREU/FALSE, FALSE is the default. TRUE will return a plot with ggplot2::ggeom_point()
.point_size	The point size param for ggplot
.geom_rug	A Boolean value of TRUE/FALSE, FALSE is the default. TRUE will return the use of ggplot2::geom_rug()
.geom_smooth	A Boolean value of TRUE/FALSE, FALSE is the default. TRUE will return the use of ggplot2::geom_smooth() The aes parameter of group is set to FALSE. This ensures a single smoothing band returned with SE also set to FALSE. Color is set to 'black' and linetype is 'dashed'.
.geom_jitter	A Boolean value of TRUE/FALSE, FALSE is the default. TRUE will return the use of ggplot2::geom_jitter()
.interactive	A Boolean value of TRUE/FALSE, FALSE is the default. TRUE will return an interactive plotly plot.

Details

This function will spit out one of the following plots:

• density

• quantile

• probability

• qq

• mcmc

Value

A ggplot or a plotly plot.

Author(s)

Steven P. Sanderson II, MPH

See Also

Other Autoplot: bootstrap_stat_plot(), tidy_combined_autoplot(), tidy_four_autoplot(), tidy_multi_dist_autoplot(), tidy_random_walk_autoplot()

Examples

tidy_normal(.num_sims = 5) %>%
  tidy_autoplot()

tidy_normal(.num_sims = 20) %>%
  tidy_autoplot(.plot_type = "qq")

TidyDensity documentation built on Nov. 2, 2023, 5:38 p.m.