tidy_multgee: Tidy a 'multgee' model

In broom.helpers: Helpers for Model Coefficients Tibbles

Tidy a multgee model

Description

A tidier for models generated with multgee::nomLORgee() or multgee::ordLORgee(). Term names will be updated to be consistent with generic models. The original term names are preserved in an "original_term" column.

Usage

tidy_multgee(x, conf.int = TRUE, conf.level = 0.95, ...)

Arguments

x	(LORgee) A multgee::nomLORgee() or a multgee::ordLORgee() model.
conf.int	(logical) Whether or not to include a confidence interval in the tidied output.
conf.level	(numeric) The confidence level to use for the confidence interval (between 0 ans 1).
...	Additional parameters passed to parameters::model_parameters().

Details

To be noted, for multgee::nomLORgee(), the baseline y category is the latest modality of y.

See Also

Other custom_tieders: tidy_broom(), tidy_parameters(), tidy_with_broom_or_parameters(), tidy_zeroinfl()

Examples

if (.assert_package("multgee", boolean = TRUE)) {
  library(multgee)

  h <- housing
  h$status <- factor(
    h$y,
    labels = c("street", "community", "independant")
  )

  mod <- multgee::nomLORgee(
    status ~ factor(time) * sec,
    data = h,
    id = id,
    repeated = time,
  )
  mod |> tidy_multgee()

  mod2 <- ordLORgee(
    formula = y ~ factor(time) + factor(trt) + factor(baseline),
    data = multgee::arthritis,
    id = id,
    repeated = time,
    LORstr = "uniform"
  )
  mod2 |> tidy_multgee()
}

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