hb_plot_group {historicalborrow} | R Documentation |
Plot the groups of a borrowing model and its benchmark models.
Description
Plot the groups against one another for a borrowing model (hierarchical or mixture) and the independent and pooled benchmark models.
Usage
hb_plot_group(borrow, pool, independent, outcome = c("response", "diff"))
Arguments
borrow |
A data frame returned by |
pool |
A data frame returned by |
independent |
A data frame returned by |
outcome |
Character of length 1, either |
Value
A ggplot
object
See Also
Other plot:
hb_plot_borrow()
,
hb_plot_tau()
Examples
if (!identical(Sys.getenv("HB_TEST", unset = ""), "")) {
data <- hb_sim_independent(n_continuous = 2)$data
mcmc_borrow <- hb_mcmc_hierarchical(
data,
n_chains = 1,
n_adapt = 100,
n_warmup = 100,
n_iterations = 200
)
mcmc_pool <- hb_mcmc_pool(
data,
n_chains = 1,
n_adapt = 100,
n_warmup = 200,
n_iterations = 200
)
mcmc_independent <- hb_mcmc_independent(
data,
n_chains = 1,
n_adapt = 100,
n_warmup = 200,
n_iterations = 200
)
borrow <- hb_summary(mcmc_borrow, data)
pool <- hb_summary(mcmc_pool, data)
independent <- hb_summary(mcmc_independent, data)
hb_plot_group(
borrow = borrow,
pool = pool,
independent = independent
)
}
[Package historicalborrow version 1.0.4 Index]