Simulate mgcv gam model for demonstration purposes — simulate

Uses simulate_data(), and fits a negative binomial gam model for response fish_count using predictor variables mark_stage ("Jack", "AD Adult", "UM Adult"), yearfac (factor version of year), and a smooth across doy (numeric for day of year). Output is suitable model for plot_seasonal_gam_panels().

Usage

simulate_gam()

Value

fitted mgcv model

Examples

if (FALSE) { # \dontrun{
model = simulate_gam()
model_panels = plot_seasonal_gam_panels(model)
wrap_panels(model_panels)
} # }