Fit a list of formulas
fit_with() is a pipe-friendly tool that applies a list of
formulas to a fitting function such as stats::lm().
The list of formulas is typically created with formulas().
fit_with(data, .f, .formulas, ...)
data |
A dataset used to fit the models. |
.f |
A fitting function such as |
.formulas |
A list of formulas specifying a model. |
... |
Additional arguments passed on to |
Assumes that .f takes the formula either as first argument
or as second argument if the first argument is data. Most
fitting functions should fit these requirements.
# fit_with() is typically used with formulas(). disp_fits <- mtcars %>% fit_with(lm, formulas(~disp, additive = ~drat + cyl, interaction = ~drat * cyl, full = add_predictors(interaction, ~am, ~vs) )) # The list of fitted models is named after the names of the list of # formulas: disp_fits$full # Additional arguments are passed on to .f mtcars %>% fit_with(glm, list(am ~ disp), family = binomial)
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