Plot the results of compare_eta_comptime_across_nvars

Usage

plot_eta_comptime(eta_comptime_data, facet_by = NULL)

Arguments

eta_comptime_data: a data.frame with results of computation times. Result of a call to compare_eta_comptime_across_nvars
facet_by: a character with the variable to facet the plots by. Default is NULL, which does not produce any facets. However, a user could specify fx. "qslice_fun" after having run compare_eta_comptime_across_nvars across different slice functions. Other options are fx. running compare_eta_comptime_across_nvars for different values of a tuning parameter and seeing how that affects runtime

Value

a ggplot object

Examples

# Compare the runtime for 2, 20, 40, 60 variables in the model
res <- compare_eta_comptime_across_nvars(n_vars = c(2, seq(from = 20, to = 60, by = 20)),
                                         n_samples = 1,
                                         burnin = 0)
plot_eta_comptime(res)