Plot identifiability diagnostics

Visualize parameter identifiability status and Fisher information diagnostics.

Usage

# S3 method for class 'identifiability_result'
plot(x, type = c("status", "profile", "both"), ...)

Arguments

x

An identifiability_result object

type

Type of plot: "status" (default), "profile", or "both"

...

Additional arguments passed to plotting functions

Value

Invisible x

Examples

spec <- model_spec(
  loglik_fn = function(y, mu, sigma) sum(dnorm(y, mu, sigma, log = TRUE)),
  par_names = c("mu", "sigma"),
  par_bounds = list(sigma = c(1e-6, Inf))
)
y <- rnorm(100, mean = 5, sd = 2)
result <- identifiability_check(spec, y, par = c(mu = 5, sigma = 2))
plot(result)