Create tibble of all potential pressure combinations to test for interactions.

select_interaction is a helper function that creates a tibble with all indicator-specific combinations of pressures pairs as input for the test_interaction function. The pressures in the IND~pressure GAM(M)s are combined with all other pressures in the model tibble. If specific combinations should not be modeled simply delete them from this data frame.

select_interaction(mod_tbl)

Arguments

mod_tbl	A model output tibble from model_gam, select_model, merge_models or calc_deriv representing the best model for each IND~pressure pair.

Value

The functions returns a tibble with three columns:

ind

The name of the indicator

press

The pressure name for the smooth term

t_var

The pressure name for the threshold variable

Details

For each IND~pressure pair specific pressures to test for interactions can be selected by creating a tibble containing the IND (termed `ind`), the pressure 1 (termed `press`) and the pressure 2 (termed `t_var`). The easiest is to use the helper function select_interaction: it creates all combinations of IND~press pairs and the threshold variables based on the input model tibble. If specific combinations should not be modeled simply delete them from this data frame.

Examples

# Using some models of the Baltic Sea demo data
test <- select_interaction(mod_tbl = merge_models_ex[1:5,])