Build standardized invader predictors r_is_z, C_is_z, S_is_z (expects env/traits frames already projected to model columns)

Build standardized invader predictors r_is_z, C_is_z, S_is_z (expects env/traits frames already projected to model columns)

Usage

build_invader_predictors(
  fit_r,
  env_df_model,
  traits_inv_model,
  sites,
  inv_ids,
  r_mu_s,
  r_sd_s,
  W_site,
  gower_all,
  res_ids,
  sigma_alpha,
  C_mu_s,
  C_sd_s,
  S_s_z,
  verbose = TRUE
)

Arguments

fit_r

Fitted residents-only glmmTMB model.

env_df_model

Data frame for environment predictors used by the model (rows = sites). This is either ENV_PC* (if PCA used) or env_df_z.

traits_inv_model

Data frame for invader traits used by the model (rows = invaders). This includes TR_PC* (if PCA used) and any raw factor traits present in the model formula.

...

(unchanged other args)