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Diagnostic panel plot

Source: R/diagnostics_sim.R
check_model.Rd

Produces a 2x2 or 1x3 panel of diagnostic plots:

  1. QQ plot of PIT residuals vs Uniform (with KS p-value)

  2. Residuals vs fitted (with lowess smoother)

  3. Dispersion histogram (observed variance vs simulated)

  4. Spatial correlogram via Moran's I (if coords provided)

Usage

check_model(object, ...)

# Default S3 method
check_model(object, coords = NULL, nsim = 250L, seed = 123L, ...)

Arguments

object

A fitted model with simulate(), fitted(), residuals()

...

Passed to methods.

coords

Optional N x 2 coordinate matrix for spatial panel

nsim

Number of simulations (default 250)

seed

Random seed (default 123)

Value

Invisible list with ks_p, disp_ratio, moran (if spatial)