tidy_add_coefficients_type: Add coefficients type and label as attributes

In broom.helpers: Helpers for Model Coefficients Tibbles

Add coefficients type and label as attributes

Description

Add the type of coefficients ("generic", "logistic", "poisson", "relative_risk" or "prop_hazard") and the corresponding coefficient labels, as attributes to x (respectively named coefficients_type and coefficients_label).

Usage

tidy_add_coefficients_type(
  x,
  exponentiate = attr(x, "exponentiate"),
  model = tidy_get_model(x)
)

Arguments

x	(data.frame) A tidy tibble as produced by ⁠tidy_*()⁠ functions.
exponentiate	(logical) Whether or not to exponentiate the coefficient estimates. It should be consistent with the original call to broom::tidy().
model	(a model object, e.g. glm) The corresponding model, if not attached to x.

See Also

Other tidy_helpers: tidy_add_contrasts(), tidy_add_estimate_to_reference_rows(), tidy_add_header_rows(), tidy_add_n(), tidy_add_pairwise_contrasts(), tidy_add_reference_rows(), tidy_add_term_labels(), tidy_add_variable_labels(), tidy_attach_model(), tidy_disambiguate_terms(), tidy_identify_variables(), tidy_plus_plus(), tidy_remove_intercept(), tidy_select_variables()

Examples

ex1 <- lm(hp ~ mpg + factor(cyl), mtcars) |>
  tidy_and_attach() |>
  tidy_add_coefficients_type()
attr(ex1, "coefficients_type")
attr(ex1, "coefficients_label")

df <- Titanic |>
  dplyr::as_tibble() |>
  dplyr::mutate(Survived = factor(Survived, c("No", "Yes")))
ex2 <- glm(
  Survived ~ Class + Age * Sex,
  data = df,
  weights = df$n,
  family = binomial
) |>
  tidy_and_attach(exponentiate = TRUE) |>
  tidy_add_coefficients_type()
attr(ex2, "coefficients_type")
attr(ex2, "coefficients_label")

broom.helpers documentation built on Sept. 11, 2024, 6:31 p.m.