nofgest: Nofgest

In thogaertner/cinof1: Analyse causal inferences in N-of-1 studies

Description

This function use standard IV estimator via additive marginal structural models to analyse a treatment effect

Usage

nofgest(
  data,
  outcome,
  exposure,
  confounder,
  id,
  method = "iterate",
  upper_bound_psi = 2,
  lower_bound_psi = -2,
  max_number_it = NULL,
  steps = 10,
  corstr = "independence",
  verbose = TRUE
)

Arguments

data	data frame
outcome	outcome variable name
exposure	exposure variable name
confounder	list of confounders
id	patient id
max_number_it	max number of iterations
steps	number of steps if iteration
corstr	a character string specifying the correlation structure. The following are permitted: '"independence"', '"exchangeable"', '"ar1"', '"unstructured"' and '"userdefined"'
verbose	Boolean, if prelimnary results should be printed

Examples

load(simpatdat)
nofgest()

thogaertner/cinof1 documentation built on Jan. 8, 2022, 10:37 a.m.