Checks if formula is in advanced format and translates if not.
create_model.formula(formula, data, verbose = FALSE)The model formula, where
it must contain exatly one tilde (~), with response
variable on the left-hand side and model terms on the right-hand side
terms are be separated by a plus (+) sign
all variables appearing in formula must be
found in data
See the "Model formula syntax" section below (lgp) for
instructions on how to specify the model terms.
A data.frame where each column corresponds to one
variable, and each row is one observation. Continuous covariates and the
response variable must have type "numeric" and categorical covariates
must have type "factor". Missing values should be indicated with
NaN or NA. The response variable cannot contain missing
values. Column names should not contain trailing or leading underscores.
Should some informative messages be printed?
an object of class lgpformula
Other internal model creation functions:
create_model.covs_and_comps(),
create_model.likelihood(),
create_model.prior()