find_optimum_rec: Find Optimum Recursively

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

Description

This function finds the best psi value recursively

Usage

find_optimum_rec(
  data,
  outcome,
  exposure,
  confounder,
  id,
  upper_bound_psi,
  upper_bound_beta,
  upper_se = 0,
  lower_bound_psi,
  lower_bound_beta,
  lower_se = 0,
  number_it,
  max_number_it,
  epsilon,
  method,
  corstr = "\"independence\"",
  verbose = TRUE
)

Arguments

data	data frame with patients
outcome	outcome string
exposure	exposure string
confounder	list of confounders
id	id variable
upper_bound_psi	double, upper bound psi
lower_bound_psi	double, lower bound psi
number_it	number of iteration (current)
max_number_it	number max iterations
epsilon	target epsilon
corstr	a character string specifying the correlation structure. The following are permitted: '"independence"', '"exchangeable"', '"ar1"', '"unstructured"' and '"userdefined"'
verbose	boolean for printing

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