Plot Multiple Statistics

This function iterates over a list of statistics data, resulting from a call to calc_stats(), and subsequently plots each statistic. It allows for a simple arrangement of multiple plots on a single graphics device.

Usage

# S3 method for class 'stats_dm_list'
plot(x, ..., mfrow = NULL)

Arguments

x

an object of type stats_dm_list, which is essentially a list of multiple statistics, resulting from a call to calc_stats().

...

additional arguments passed to the plot function for each individual stats_dm object in x.

mfrow

an optional numeric vector of length 2, specifying the number of rows and columns for arranging multiple panels in a single plot (e.g., c(1, 3)). Plots are provided sequentially if NULL (default), using the current graphics layout of a user.

Value

Nothing (NULL; invisibly)

Details

The plot.stats_dm_list() function "merely" iterates over each entry of x and calls the respective plot() method. If dRiftDM doesn't provide a plot() method for an object stored in x, the respective entry is skipped and a message is displayed.

When users want more control over each plot, it is best to call the plot() function separately for each statistic in the list (e.g., plot(x$cafs); plot(x$quantiles))

See also

plot.cafs(), plot.quantiles(), plot.delta_funs(), plot.densities()

Examples

# get a list of statistics for demonstration purpose
all_fits <- get_example_fits("fits_ids_dm")
stats <- calc_stats(all_fits, type = c("cafs", "quantiles"))

# then call the plot function.
plot(stats, mfrow = c(1, 2))
#> Aggregating across ID
#> Aggregating across ID