G-computation Analysis for a Single Visit — gcomp_responder • rbmiUtils

Performs logistic regression and estimates marginal effects for binary outcomes.

Usage

gcomp_responder(
  data,
  vars,
  reference_levels = NULL,
  var_method = "Ge",
  type = "HC0",
  contrast = "diff"
)

Arguments

data: A data.frame with one visit of data.
vars: A list containing group, outcome, covariates, and visit.
reference_levels: Optional vector specifying reference level(s) of the treatment factor.
var_method: Marginal variance estimation method (default: "Ge").
type: Type of robust variance estimator (default: "HC0").
contrast: Type of contrast to compute (default: "diff").

Value

A named list containing estimates and standard errors for treatment comparisons and within-arm means.