BiVariAn (version 1.0.3)

logistf_summary: Summary method for logistf with no printable output

Description

Summary method for logistf models, currently this method is only used in step_bw_firth function.

Usage

logistf_summary(object, verbose = FALSE, ...)

Value

An object class 'data.frame' showing coefficients and p_values.

Arguments

object

logistf class object

verbose

logical. If TRUE, the output will be printed

...

Additional arguments

References

Heinze G, Ploner M, Jiricka L, Steiner G. logistf: Firth’s Bias-Reduced Logistic Regression. 2023. available on: https://CRAN.R-project.org/package=logistf

Examples

# Only use if you want a non-printable version of 'summary' for a logistfnp object.
if (requireNamespace("logistf")) {
  library(logistf)
  data <- mtcars
  data$am <- as.factor(data$am)

  regression_model <- logistf::logistf(am ~ mpg + cyl + disp, data = data)
  logistf_summary(regression_model)
}