Compare Multiple DBN Models

Creates side-by-side trace plots of scalar variance parameters from two or more fitted DBN models. Useful for comparing convergence behavior across different model specifications (e.g., static vs. dynamic, different ranks, different families).

Usage

compare_dbn(...)

Arguments

...

Two or more fitted dbn objects to compare. Objects are labeled "Model 1", "Model 2", etc. in the plot legend.

Value

A ggplot2 object showing overlaid trace plots, faceted by parameter.

See also

dbn, check_convergence, param_summary

Examples

# \donttest{
sim <- simulate_static_dbn(n = 6, time = 10, seed = 1)
fit1 <- dbn(sim$Y, model = "static", nscan = 200, burn = 100, verbose = FALSE)
fit2 <- dbn(sim$Y, model = "static", nscan = 200, burn = 100, verbose = FALSE)
compare_dbn(fit1, fit2)

# }