multimediate_survival: multimediate_survival - internal function

Description

multimediate_survival - internal function

Usage

multimediate_survival(
  lmodel.m,
  correlated = FALSE,
  model.y,
  treat,
  treat.value = 1,
  control.value = 0,
  J = 1000,
  conf.level = 0.95,
  fun = mean,
  data = NULL,
  peryr = 1e+05,
  verbose = TRUE
)

Value

A list containing estimated direct, indirect (mediated), and total effects, along with confidence intervals and p-values for each.

Arguments

lmodel.m: A list of fitted mediator models (`lm`, `glm`, or `polr` objects).
correlated: a logical value. if 'FALSE' a identity matrix is used for the matrix of correlation of mediators; if 'TRUE' matrix of correlation is estimated. Default is 'FALSE'.
model.y: A fitted outcome model (`lm`, `glm`, `polr`, or `aalen` object).
treat: The name of the treatment variable (character).
treat.value: The value representing the treatment condition (default: 1).
control.value: The value representing the control condition (default: 0).
J: Number of Monte Carlo simulations for effect estimation (default: 1000).
conf.level: Confidence level for confidence intervals (default: 0.95).
fun: A summary function applied to the simulated effects (default: `mean`).
data: A data frame containing the variables used in the models.
peryr: Scaling factor for incidence rates per person-year (default: 100,000).
verbose: Logical. If `TRUE` (default), messages and a progress bar are displayed during execution.