visual display of chain mixing and prior-data conflicts

Usage

check_post_dens(
  fit,
  pars = attr(spec, "pars"),
  prob_inner = 0.5,
  prob_outer = 0.99,
  by_chain = FALSE,
  chain_legend_ncol = 1,
  plot = TRUE
)

Arguments

fit: fitted model object from `mskt_fit`
pars: parameters to plot densities for, default is all
prob_inner: inner probability (high density interval) to highlight
prob_outer: outer probability range to plot the density between
by_chain: plot chains separately to identify multiple modes and mixing issues
chain_legend_ncol: for the thesis figure
plot: boolean, plot together, or return list of individual ggplots