Create the scenarios for the multiverse

Usage

create_multi(
  formula,
  data,
  focal = NULL,
  nfuns = NULL,
  cfuns = NULL,
  transf.focal = FALSE,
  subset = NULL,
  fit.fun = NULL,
  fit.fun.args = NULL
)

Arguments

formula: a formula describing the maximal model with bare variables (no tranformations). Currently not supporting interactions.
data: the dataset for the model
focal: optional name of the coefficient that is the focus of the analysis. No transformation will be applied to that variable and no model will exclude this variable.
nfuns: functions to be applied to numerical variables. functions need to be provided as characters. this argument can be a vector of functions (e.g., `c("log", "exp")`) and the functions will be applied al all numerical variable exluding the focal predictor. In alternative, can be a named list specifing the name of the variable and the functions as string (e.g., `list(x = "log", z = c("exp"))`) in this way the functions are variable-specific. If `NULL` no transformations will be applied.
cfuns: same as the `nfuns` but for factor/character variables. If `NULL` no transformations will be applied.

Value

a list

Examples

create_multi(~ Sepal.Length + Petal.Width + Species, 
             focal = "Sepal.Length", 
             nfuns = c("log"), 
             data = iris)
#> Error in create_multi(~Sepal.Length + Petal.Width + Species, focal = "Sepal.Length",     nfuns = c("log"), data = iris): could not find function "create_multi"