tidy_add_contrasts: Add contrasts type for categorical variables

In broom.helpers: Helpers for Model Coefficients Tibbles

Add contrasts type for categorical variables

Description

Add a contrasts column corresponding to contrasts used for a categorical variable and a contrasts_type column equal to "treatment", "sum", "poly", "helmert", "other" or "no.contrast".

Usage

tidy_add_contrasts(x, model = tidy_get_model(x), quiet = FALSE)

Arguments

x	a tidy tibble
model	the corresponding model, if not attached to x
quiet	logical argument whether broom.helpers should not return a message when tidy_disambiguate_terms() was already applied

Details

If the variable column is not yet available in x, tidy_identify_variables() will be automatically applied.

See Also

Other tidy_helpers: tidy_add_coefficients_type(), 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

df <- Titanic %>%
  dplyr::as_tibble() %>%
  dplyr::mutate(Survived = factor(Survived, c("No", "Yes")))

df %>%
  glm(
    Survived ~ Class + Age + Sex,
    data = ., weights = .$n, family = binomial,
    contrasts = list(Age = contr.sum, Class = "contr.helmert")
  ) %>%
  tidy_and_attach() %>%
  tidy_add_contrasts()

broom.helpers documentation built on Aug. 7, 2023, 5:08 p.m.