standdr_sim: Data Simulation for Doubly Robust Standardization

In FrankLef/fciR: Data and functions used with Fundamentals of Causal Inference by Babette Brumback

Data Simulation for Doubly Robust Standardization

Description

Data Simulation for Doubly Robust Standardization

Usage

standdr_sim(
  n = 3000,
  ss = 100,
  alpha = 0.13,
  beta = 20,
  probH = 0.05,
  seed = NULL
)

Arguments

n	Number of individuals/observations.
ss	Number of covariates.
alpha	coefficient used to compute the distribution of `T`.
beta	coefficient used to compute the distribution of `T`.
probH	probability of H.
seed	Seed value. default is NULL.

Value

List with a dataframe of Y, T and H and summary statitics.

FrankLef/fciR documentation built on Nov. 12, 2023, 6:09 a.m.