create a list of model formula (per the rules for lmer()) with different seasonality specifications as listed in the configuration tibble.

create a list of model formula (per the rules for lmer()) with different seasonality specifications as listed in the configuration tibble.

make_list_of_fft_formulae(vc = workflow_controls, recipe_to_use = recipe3)

Arguments

vc

defaults to workflow_controls; a tibble with R_name and Value columns where R_name contains the control name and Value is it's value

recipe_to_use

defaults to recipe3; a recipes::recipe with pre-modeling transformations and variable roles; the outcome, predictor, group, and time_id roles are used in determining the formula.

Value

a list with names formulae and configs, formulae is a list of strings suitable to be coerced to a formula and passed to lmer. configs is a list of tibbles with information like vc, but reset to match a single seasonality specification. If search_seasonality is set to FALSE in the config table, the two lists have a single formula containing the specified seasonality and no random terms. A note is printed to the console in this case.